Categories

Mamba-3: 지수-사다리꼴 이산화, 복소 SSM, MIMO를 통한 표현력 높은 상태 공간 모델

14 minute read

논문 링크: arXiv 2603.15569 저자: Tri Dao, Albert Gu 소속: Together AI / Carnegie Mellon University

MM-Zero: 데이터 없이 스스로 진화하는 멀티모델 비전-언어 모델

16 minute read

논문 링크: arXiv 2603.09206 저자: Zongxia Li, Hongyang Du, Chengsong Huang, Xiyang Wu, Lantao Yu, Yicheng He, Jing Xie, Xiaomin Wu, Zhichao Liu, Jiarui Zhang...

Less is Enough: LLM의 특성 공간에서 다양한 데이터 합성하기

8 minute read

https://arxiv.org/abs/2602.10388

OPUS: LLM 사전 학습에서 매 반복마다 효율적이고 원칙에 입각한 데이터 선택을 향하여

15 minute read

https://arxiv.org/abs/2602.05400

Real-Time Object Detection Meets DINOv3

10 minute read

https://intellindust-ai-lab.github.io/projects/DEIMv2/

Mamba YOLO: A Simple Baseline for Object Detection with State Space Model

20 minute read

https://arxiv.org/abs/2406.05835

YOLO-Master: MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection

16 minute read

https://arxiv.org/abs/2512.23273

LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection

23 minute read

https://arxiv.org/abs/2406.03459

RF-DETR: Neural Architecture Search for Real-Time Detection Transformers

52 minute read

https://arxiv.org/abs/2511.09554

D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement

21 minute read

https://arxiv.org/abs/2410.13842

Introducing LFM2: The Fastest On-Device Foundation Models on the Market

9 minute read

https://www.liquid.ai/blog/liquid-foundation-models-v2-our-second-series-of-generative-ai-models

Decoupling the ‘What’ and ‘Where’ With Polar Coordinate Positional Embeddings

16 minute read

https://arxiv.org/abs/2509.10534v2?utm_source=mail.bycloud.ai&utm_medium=newsletter&utm_campaign=rope-is-inherently-flawed&_bhlid=0527cfcf6b369e9...

1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities

32 minute read

https://arxiv.org/abs/2503.14858?utm_source=pytorchkr&ref=pytorchkr

QeRL: Beyond Efficiency – Quantization-enhanced Reinforcement Learning for LLMs

21 minute read

https://arxiv.org/abs/2510.11696

Don’t Blind Your VLA: Aligning Visual Representations for OOD Generalization

23 minute read

https://arxiv.org/abs/2510.25616

DoPE: Denoising Rotary Position Embedding

11 minute read

https://arxiv.org/abs/2511.09146

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

29 minute read

https://arxiv.org/abs/2510.25602

Less is More: Recursive Reasoning with Tiny Networks

5 minute read

https://arxiv.org/abs/2510.04871?ref=refetch.io

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

16 minute read

https://arxiv.org/html/2509.25541v1

Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models

6 minute read

https://arxiv.org/abs/2411.03884

DINOv3

64 minute read

https://arxiv.org/abs/2508.10104

Nano Banana

5 minute read

https://flux-ai.io/model/nano-banana-ai/?utm_source=chatgpt.com

YOLOE: Real-Time Seeing Anything

20 minute read

https://arxiv.org/abs/2503.07465

Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models

17 minute read

https://arxiv.org/abs/2507.13344

FastVLM: Efficient Vision Encoding for Vision Language Models

19 minute read

https://arxiv.org/abs/2412.13303

Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment

7 minute read

https://arxiv.org/abs/2408.06266

Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation

19 minute read

https://arxiv.org/abs/2504.06225

SmolLM3: smol, multilingual, long-context reasoner

15 minute read

https://huggingface.co/blog/smollm3

Fast and Simplex: 2-Simplicial Attention in Triton

12 minute read

https://arxiv.org/abs/2507.02754?_bhlid=b823264a61f867fcfc11342f5464010c50351360

Intuitive understanding of 1D, 2D, and 3D convolutions in convolutional neural networks [closed]

10 minute read

https://stackoverflow.com/questions/42883547/intuitive-understanding-of-1d-2d-and-3d-convolutions-in-convolutional-neural-n

Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition

20 minute read

https://hunyuan-gamecraft.github.io/

OmniGen2: Exploration to Advanced Multimodal Generation

27 minute read

https://github.com/VectorSpaceLab/OmniGen2

Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought

16 minute read

https://arxiv.org/abs/2505.12514

From Bytes to Ideas: Language Modeling with Autoregressive U-Nets

18 minute read

https://arxiv.org/abs/2506.14761

STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

16 minute read

https://arxiv.org/abs/2506.06276

How much do language models memorize?

17 minute read

https://arxiv.org/abs/2505.24832?_bhlid=6015c87a2128aa76e108898443aa2727b63d9786

XXt Can Be Faster

2 minute read

https://arxiv.org/abs/2505.09814?ref=mail.bycloud.ai&_bhlid=77b4be6f732dbeaa5cbd4eb23d6dc4ce93c750ee

MatFormer: Nested Transformer for Elastic Inference

5 minute read

https://arxiv.org/abs/2310.07707

Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network

18 minute read

https://arxiv.org/abs/1710.02998

Perceiver: General Perception with Iterative Attention

10 minute read

https://arxiv.org/abs/2103.03206

AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms

4 minute read

https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

40 minute read

https://www.arxiv.org/abs/2505.03335

AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer

9 minute read

https://arxiv.org/abs/2303.03689

Symbolic Discovery of Optimization Algorithms

33 minute read

https://arxiv.org/abs/2302.06675

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model

19 minute read

https://aifactory.space/task/8832/overview?utm_source=pytorchkr&ref=pytorchkr

Traveling Waves Integrate Spatial Information Through Time

10 minute read

https://arxiv.org/abs/2502.06034?utm_source=pytorchkr&ref=pytorchkr

EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications

20 minute read

https://arxiv.org/abs/2206.10589

LLMs can see and hear without any training

8 minute read

https://arxiv.org/abs/2501.18096

Reasoning Models Can Be Effective Without Thinking

20 minute read

https://arxiv.org/abs/2504.09858

Antidistillation Sampling

4 minute read

https://arxiv.org/abs/2504.13146

BitNet b1.58 2B4T Technical Report

14 minute read

https://github.com/microsoft/BitNet

Gaussian Mixture Flow Matching Models

9 minute read

https://github.com/Lakonik/GMFlow?_bhlid=81f89db39632970b22a6d8f7641c5518cad90ef0

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention

4 minute read

https://github.com/eqimp/hogwild_llm?_bhlid=d0e43178b4d426d6b68fdb2f5c141720a923cacc

DEIM: DETR with Improved Matching for Fast Convergence

14 minute read

https://github.com/ShihuaHuang95/DEIM

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention

20 minute read

https://arxiv.org/abs/2305.07027

EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction

14 minute read

https://arxiv.org/abs/2205.14756

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

26 minute read

https://arxiv.org/abs/2411.13476

ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model

16 minute read

취업이 어렵다… 뭐 다들 비슷하겠지만 말이다

MusicInfuser: Making Video Diffusion Listen and Dance

14 minute read

https://susunghong.github.io/MusicInfuser/

Transformers without Normalization

23 minute read

https://arxiv.org/abs/2503.10622?_bhlid=1a87c33b8185a942533ee1886e23e7f6c2d5f90d

SANA-Sprint: One-Step Diffusion with Continuous-TimeConsistency Distillation

13 minute read

취업이 쉽지 않아 지원서만 쓰다보니 너무 오래되었다…

Large Language Diffusion Models

1 minute read

https://ml-gsai.github.io/LLaDA-demo/

Layer Normalization

6 minute read

https://arxiv.org/abs/1607.06450

DeepSeek-V3 Technical Report

60 minute read

https://arxiv.org/abs/2412.19437

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

27 minute read

https://arxiv.org/abs/2501.12948

Instance Normalization: The Missing Ingredient for Fast Stylization

4 minute read

대회가 마무리 되어가고 있다보니 생각보다 리뷰를 못하는 중이다. monai에서 사용하는 것들이 기억이 안나서 좀 다시 읽고 있는 형태. 무엇을 잘못했는지 대충 이제 보이는 느낌이기도 하다.

Group Normalization

20 minute read

https://arxiv.org/abs/1803.08494

SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation

9 minute read

https://github.com/OSUPCVLab/SegFormer3D/tree/653faa6b44c67cebd27a02de5fe08ee4072dd230

AutoVFX: Physically Realistic Video Editing from Natural Language Instructions

17 minute read

https://arxiv.org/abs/2411.02394

NeRFactor: neural factorization of shape and reflectance under an unknown illumination

23 minute read

https://dl.acm.org/doi/10.1145/3478513.3480496

Titans: Learning to Memorize at Test Time

28 minute read

https://arxiv.org/abs/2501.00663

MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation

4 minute read

https://arxiv.org/abs/2303.09975

Rho-1: Not All Tokens Are What You Need

25 minute read

https://arxiv.org/abs/2404.07965

mochi-1-preview

4 minute read

https://huggingface.co/genmo/mochi-1-preview

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms

21 minute read

https://arxiv.org/abs/2410.18967

Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation

21 minute read

https://arxiv.org/abs/2410.07718

MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

19 minute read

https://arxiv.org/abs/2410.07095

GRIN: GRadient-INformed MoE

23 minute read

https://arxiv.org/abs/2409.12136

Introducing SynthID Text (이전에 한 것)

3 minute read

https://huggingface.co/blog/synthid-text

From questions to discoveries: NASA’s new Earth Copilot brings Microsoft AI capabilities to democratize access to complex data

4 minute read

https://blogs.microsoft.com/blog/2024/11/14/from-questions-to-discoveries-nasas-new-earth-copilot-brings-microsoft-ai-capabilities-to-democratize-access-to-c...

TinyTroupe

6 minute read

https://github.com/microsoft/TinyTroupe

Microsoft, 곧 Teams 회의에서 목소리 복제를 가능하게 할 예정

2 minute read

https://techcrunch.com/2024/11/19/soon-microsoft-will-let-teams-meeting-attendees-clone-their-voices/

Mistral has entered the chat

3 minute read

2024년 11월 18일 Mistral AI 팀 AI는 인간과 기계 지능 간의 원활한 상호작용을 추구하는 것만큼이나 기계가 더 나은 추론을 하도록 만드는 첨단 과학의 탐구입니다. Mistral AI에서는 최첨단 모델을 개발하면서 여정을 시작했으며, 이제 AI 인터페이스에도 투자하기...

Introducing FLUX.1 Tools

3 minute read

https://blackforestlabs.ai/flux-1-tools/

SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

13 minute read

https://arxiv.org/abs/2411.11922

Mapping Economic Well-being

5 minute read

https://wandb.ai/johnowhitaker/dhs/reports/Mapping-Economic-Well-being--VmlldzoyMjY4NTI1

A Deep Dive Into OpenCLIP from OpenAI

6 minute read

https://wandb.ai/johnowhitaker/openclip-benchmarking/reports/A-Deep-Dive-Into-OpenCLIP-from-OpenAI--VmlldzoyOTIzNzIz

Mid-U Guidance: Fast Classifier Guidance for Latent Diffusion Models

5 minute read

https://wandb.ai/johnowhitaker/midu-guidance/reports/Mid-U-Guidance-Fast-Classifier-Guidance-for-Latent-Diffusion-Models--VmlldzozMjg0NzA1

The Surprising Effectiveness of Test-Time Training for Abstract Reasoning

25 minute read

https://arxiv.org/abs/2411.07279

On the Importance of Noise Scheduling for Diffusion Models

10 minute read

https://arxiv.org/abs/2301.10972

agent.exe

less than 1 minute read

https://github.com/corbt/agent.exe

nivida/llama-3.1-nemotron-70B

less than 1 minute read

https://build.nvidia.com/nvidia/llama-3_1-nemotron-70b-instruct

OpenAI Swarm

1 minute read

https://github.com/openai/swarm

Qwen2.5: A Party of Foundation Models!

7 minute read

https://qwenlm.github.io/blog/qwen2.5/

[모델까지만]Moshi: a speech-text foundation model for real-time dialogue

18 minute read

https://github.com/kyutai-labs/moshi

iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

25 minute read

https://arxiv.org/abs/2407.13278

Pixtral 12B

14 minute read

https://arxiv.org/abs/2410.07073

DeepSeek-V2.5

less than 1 minute read

https://huggingface.co/deepseek-ai/DeepSeek-V2.5

De novo design of high-affinity protein binders with AlphaProteo

23 minute read

https://arxiv.org/abs/2409.08022

AlphaProteo generates novel proteins for biology and health research

4 minute read

https://deepmind.google/discover/blog/alphaproteo-generates-novel-proteins-for-biology-and-health-research/

VASA-1: Lifelike Audio-Driven Talking FacesGenerated in Real Time

17 minute read

https://www.microsoft.com/en-us/research/project/vasa-1/?utm_source=chatgpt.com

EMO: Emote Portrait Alive – Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

14 minute read

https://arxiv.org/abs/2402.17485

Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

8 minute read

https://www.microsoft.com/en-us/research/articles/magentic-one-a-generalist-multi-agent-system-for-solving-complex-tasks/

Scalable watermarking for identifying large language model outputs

34 minute read

https://huggingface.co/blog/synthid-text

X-Portrait 2: Highly Expressive Portrait Animation

1 minute read

https://byteaigc.github.io/X-Portrait2/

TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation

31 minute read

https://arxiv.org/abs/2410.04221

Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

9 minute read

https://arxiv.org/abs/2410.11081

Pyramidal Flow Matching for Efficient Video Generative Modeling

25 minute read

https://arxiv.org/abs/2410.05954

Oasis: A Universe in a Transformer

8 minute read

https://github.com/etched-ai/open-oasis

DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion

19 minute read

https://arxiv.org/abs/2411.04928

Language models generalize beyond natural proteins

24 minute read

https://www.biorxiv.org/content/10.1101/2022.12.21.521521v1.full

Multi-Resolution Noise for Diffusion Model Training

5 minute read

https://wandb.ai/johnowhitaker/multires_noise/reports/Multi-Resolution-Noise-for-Diffusion-Model-Training--VmlldzozNjYyOTU2

DifFRelight: Diffusion-Based Facial Performance Relighting

28 minute read

https://www.eyelinestudios.com/research/diffrelight.html

Augmented Physics: Creating Interactive and Embedded Physics Simulations from Static Textbook Diagrams

35 minute read

https://arxiv.org/abs/2405.18614

Unbounded: A Generative Infinite Game of Character Life Simulation

23 minute read

https://arxiv.org/abs/2410.18975

Neural Ordinary Differential Equations

13 minute read

https://arxiv.org/abs/1806.07366

F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

19 minute read

https://swivid.github.io/F5-TTS/

Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries

36 minute read

https://arxiv.org/abs/2409.12640

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

13 minute read

https://arxiv.org/abs/2405.12130

ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning

15 minute read

https://arxiv.org/abs/2411.05003

Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

17 minute read

https://arxiv.org/abs/1909.05840

MambaStock: Selective state space model for stock prediction

8 minute read

회사 프로젝트가 바빠서 너무 못했다. 이제 나왔으니, 다시 인공지능을 해야지

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

24 minute read

프로젝트 때문에, 너무 바빠서 잘 못하고 있다…. 오랜만에 하나…

VoiceLDM: Text-to-Speech with Environmental Context

6 minute read

https://arxiv.org/abs/2309.13664

DeepNet: Scaling Transformers to 1,000 Layers (부록 추가 필요)

11 minute read

https://arxiv.org/abs/2203.00555

Scaling Vision Transformers (부록 추가 필요)

17 minute read

https://arxiv.org/abs/2106.04560

Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency

14 minute read

https://arxiv.org/abs/2409.02634

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (VIT) (부록 추가 필요)

17 minute read

https://ar5iv.labs.arxiv.org/html/2010.11929

EfficientNetV2: Smaller Models and Faster Training

22 minute read

https://arxiv.org/abs/2104.00298

Diffusion Models Are Real-Time Game Engines (부록 추가 필요)

17 minute read

https://arxiv.org/abs/2408.14837

Deep Learning using Rectified Linear Units (ReLU)

9 minute read

https://arxiv.org/abs/1803.08375

Gaussian Error Linear Units (GELUs)

7 minute read

https://arxiv.org/abs/1606.08415

GLU Variants Improve Transformer (SwiGLU)

3 minute read

https://arxiv.org/abs/2002.05202

Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

19 minute read

https://www.arxiv.org/abs/2408.11039

3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

9 minute read

https://arxiv.org/abs/1606.06650

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models (부록 추가 필요)

17 minute read

https://ar5iv.labs.arxiv.org/html/2301.12503

ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers

21 minute read

https://arxiv.org/abs/2305.15272

Aggregated Residual Transformations for Deep Neural Networks (ResNeXt)

18 minute read

https://arxiv.org/abs/1611.05431

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

16 minute read

https://arxiv.org/abs/1707.01083

ImageNet Classification with Deep ConvolutionalNeural Networks (AlexNet)

15 minute read

https://proceedings.neurips.cc/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

17 minute read

https://arxiv.org/abs/1602.07360

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

16 minute read

https://arxiv.org/abs/1704.04861

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

17 minute read

https://arxiv.org/abs/1905.11946

Deep Residual Learning for Image Recognition

28 minute read

https://arxiv.org/abs/1512.03385

Densely Connected Convolutional Networks

17 minute read

https://arxiv.org/abs/1608.06993

Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition (3D-ResNets)

9 minute read

https://github.com/kenshohara/3D-ResNets-PyTorch?tab=readme-ov-file

NICE: Non-linear Independent Components Estimation

8 minute read

https://arxiv.org/abs/1410.8516

RNAdegformer: accurate prediction of mRNA degradation at nucleotide resolution with deep learning

23 minute read

https://academic.oup.com/bib/article/24/1/bbac581/6986359

DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture

12 minute read

https://www.nature.com/articles/s41598-019-47765-6

Going Deeper with Convolutions (InceptionNet, 1x1 convolution, GoogleNet)

19 minute read

https://arxiv.org/abs/1409.4842

Beam Search Strategies for Neural Machine Translation

7 minute read

https://arxiv.org/abs/1702.01806

Auto-Encoding Variational Bayes

10 minute read

https://arxiv.org/abs/1312.6114

Attention Is All You Need

11 minute read

https://arxiv.org/abs/1706.03762

Feature Pyramid Networks for Object Detection

25 minute read

https://arxiv.org/abs/1612.03144

U-Net: Convolutional Networks for Biomedical Image Segmentation

8 minute read

https://arxiv.org/abs/1505.04597

SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement

22 minute read

https://arxiv.org/abs/2408.00653

(DIT)Scalable Diffusion Models with Transformers

16 minute read

https://arxiv.org/abs/2212.09748

Beyond Memorization: The Challenge of Random Memory Access in Language Models

22 minute read

https://arxiv.org/abs/2403.07805

The Pile: An 800GB Dataset of Diverse Text for Language Modeling

31 minute read

https://arxiv.org/abs/2101.00027

GLM: General Language Model Pretraining with Autoregressive Blank Infilling

15 minute read

https://arxiv.org/abs/2103.10360

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

14 minute read

https://arxiv.org/abs/2403.03206

GraphCast: Learning skillful medium-range global weather forecasting

17 minute read

https://arxiv.org/abs/2212.12794

SAM 2: Segment Anything in Images and Videos

38 minute read

https://ai.meta.com/research/publications/sam-2-segment-anything-in-images-and-videos/

Neural General Circulation Models for Weather and Climate

22 minute read

https://arxiv.org/abs/2311.07222

Conformer: Convolution-augmented Transformer for Speech Recognition

11 minute read

https://arxiv.org/abs/2005.08100

The Llama3 Herd of Models

135 minute read

https://ai.meta.com/research/publications/the-llama-3-herd-of-models/

WavMark: Watermarking for Audio Generation

18 minute read

https://arxiv.org/abs/2308.12770

Kolors: Effective Training of Diffusion Model forPhotorealistic Text-to-Image Synthesis (중국 모델)

15 minute read

https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus

Learning to (Learn at Test Time): RNNswith Expressive Hidden States

23 minute read

https://arxiv.org/abs/2407.04620v1

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

18 minute read

https://arxiv.org/abs/2305.10973

You Only Cache Once: Decoder-Decoder Architectures for Language Models

14 minute read

https://arxiv.org/abs/2405.05254

BitNet: Scaling 1-bit Transformers for Large Language Models

12 minute read

https://arxiv.org/abs/2310.11453

Q-Sparse: All Large Language Models can be Fully Sparsely-Activated

9 minute read

https://arxiv.org/abs/2407.10969

JEST : Data curation via joint example selection further accelerates multimodal learning

18 minute read

https://arxiv.org/abs/2406.17711

CharacterGen: Efficient 3D Character Generation from Single Imageswith Multi-View Pose Calibration

21 minute read

https://charactergen.github.io/

CLIP : Learning Transferable Visual Models From Natural Language Supervision

67 minute read

https://arxiv.org/abs/2103.00020

MusicLM: Generating Music From Text

26 minute read

https://arxiv.org/abs/2301.11325

Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning

21 minute read

https://arxiv.org/abs/2311.10709

Segment Anything

30 minute read

https://arxiv.org/abs/2304.02643

ConvNets Match Vision Transformers at Scale

6 minute read

https://arxiv.org/abs/2310.16764

QLoRA: Efficient Finetuning of Quantized LLMs

30 minute read

https://arxiv.org/abs/2305.14314

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

24 minute read

https://arxiv.org/abs/2304.01373

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

13 minute read

https://arxiv.org/abs/2105.15203

Better & Faster Large Language Models via Multi-token Prediction

22 minute read

https://arxiv.org/abs/2404.19737

BioCLIP: A Vision Foundation Model for the Tree of Life

20 minute read

https://arxiv.org/abs/2311.18803

Mip-Splatting: Alias-free 3D Gaussian Splatting

14 minute read

https://arxiv.org/abs/2311.16493

Rich Human Feedback for Text-to-Image Generation

19 minute read

https://arxiv.org/abs/2312.10240

Generative Image Dynamics

13 minute read

https://generative-dynamics.github.io/

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

14 minute read

https://arxiv.org/abs/2401.13627

LoRA: Low-Rank Adaptation of Large Language Models

15 minute read

https://arxiv.org/abs/2106.09685

Parameter-Efficient Transfer Learning for NLP

15 minute read

https://arxiv.org/abs/1902.00751

LLM Critics Help Catch LLM BugsNat

19 minute read

https://openai.com/index/finding-gpt4s-mistakes-with-gpt-4/

Robust Speech Recognition via Large-Scale Weak Supervision

31 minute read

https://arxiv.org/abs/2212.04356

MotionBooth: Motion-Aware Customized Text-to-Video Generation

16 minute read

https://arxiv.org/abs/2406.17758

What are Diffusion Models?

2 minute read

https://lilianweng.github.io/posts/2021-07-11-diffusion-models/

Revisiting Feature Prediction for Learning Visual Representations from Video

21 minute read

https://arxiv.org/abs/2404.08471

Adding Conditional Control to Text-to-Image Diffusion Models

16 minute read

https://arxiv.org/abs/2302.05543

DiT: Self-supervised Pre-training for Document Image Transformer

16 minute read

https://arxiv.org/abs/2203.02378

ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders

17 minute read

https://arxiv.org/abs/2301.00808

Diffusion On Syntax Trees For Program Synthesis

10 minute read

https://arxiv.org/abs/2405.20519

Relightable Gaussian Codec Avatars

16 minute read

https://shunsukesaito.github.io/rgca/

Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wild

19 minute read

https://www.projectaria.com/datasets/nymeria/

PlatoNeRF: 3D Reconstruction in Plato’s Cave via Single-View Two-Bounce Lidar

18 minute read

https://platonerf.github.io/

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

13 minute read

https://arxiv.org/abs/2305.18290

Nemotron-4 340B Technical Report

26 minute read

https://blogs.nvidia.com/blog/nemotron-4-synthetic-data-generation-llm-training/

Mixture-of-Agents Enhances Large Language ModelCapabilities

15 minute read

https://github.com/togethercomputer/MoA?tab=readme-ov-file

Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation

21 minute read

https://github.com/fudan-generative-vision/hallo

Will we run out of data? Limits of LLM scaling based on human-generated data

21 minute read

요약

xLSTM: Extended Long Short-Term Memory

20 minute read

요약 1990년대에 Long Short-Term Memory(LSTM)의 핵심 아이디어로 지속적인 오류 회전목마와 게이팅이 도입되었습니다. 그 이후로 LSTM은 시간의 시험을 견디며 많은 딥러닝 성공 사례에 기여했으며, 특히 첫 번째 대형 언어 모델(LLM)을 구성했습니다. 그러나...

ToonCrafter: Generative Cartoon Interpolation

14 minute read

https://doubiiu.github.io/projects/ToonCrafter

AlphaGeometry： Solving olympiad geometry without human demonstrations

less than 1 minute read

https://www.nature.com/articles/s41586-023-06747-5

Mixtral of Experts

less than 1 minute read

https://arxiv.org/abs/2401.04088

Generative Agents: Interactive Simulacra of Human Behavior

less than 1 minute read

https://arxiv.org/abs/2304.03442

LLaMA Pro： Progressive LLaMA with Block Expansion (Paper Explained)

less than 1 minute read

https://arxiv.org/html/2401.02415v1

Self-Rewarding Language Models

less than 1 minute read

https://arxiv.org/abs/2401.10020

Scalable Extraction of Training Data from (Production) Language Models

less than 1 minute read

Poem 반복문으로 정보 유출 시켰던 논문

Promptbreeder： Self-Referential Self-Improvement Via Prompt Evolution

less than 1 minute read

프롬프트브리더: 프롬프트 진화를 통한 자기 개선

Efficient Streaming Language Models with Attention Sinks

2 minute read

스트리밍 언어 모델의 효율성 향상과 Attention Sinks

Mamba： Linear-Time Sequence Modeling with Selective State Spaces

less than 1 minute read

Mamba: 단순화된 시퀀스 모델링

GEM Pooling

1 minute read

``` class GeM(nn.Module): def init(self, p=3, eps=1e-6): super(GeM, self).init() self.p = nn.Parameter(torch.ones(1)*p) self.eps ...

Segforemer

less than 1 minute read

참고

LORA

less than 1 minute read

https://arxiv.org/abs/2106.09685

Chapter 10 Various artificial intelligence

5 minute read

인공지능이 활용되고 있는 다양한 영역을 소개하고 기본적인 인공지능 리뷰를 끝내려한다.

Chapter 9 Hyperparameter Optimization

7 minute read

우리는 지금까지 모델 구조에 대해서 이야기했다. 안에 들어가는 변수들에 대한 조정을 크게 다루지 않았다. 예를들어, Learning rate, Momentum rate, Dropout, Normalization, Number of layers, number of nodes에 대해서...

Chapter 5 RNN, LSTM, GRU

13 minute read

지금까지는 이미지 처리에 중점을 두고 있는 NN에 대해서 알아보았다. 세상에는 많은 데이터가 존재하고 이미지만 데이터가 아닐 것이다. 우리는 가계부나 증권의 오르내림과 같은 순차적인 데이터 처리도 해야한다. 이를 위해서 나온 것이 RNN (Recurrent Neural Networ...

Chapter 4 CNN Structures

15 minute read

현재 다음의 대회를 참가하고, 추가로 참가하는 대회가 있어 시간이 많이 밀렸다.

Diffusion Model

less than 1 minute read

참조영상: https://www.youtube.com/watch?v=uFoGaIVHfoE

Chapter 3 Convolutional Neural Networks

4 minute read

Open Assistant 참여와 Pytorch based DQN을 코드 작성등 개인적인 일정이 겹쳐 조금 늦게 작성을 시작하게 되었다.

Chapter 2-2 Neural Networks

6 minute read

Chapter2 초기를 상기해보자. 우리는 Shallow Network와 Deep Network의 정의를 하고 넘어갔다.

Object Detection Model Leaderboard

less than 1 minute read

https://leaderboard.roboflow.com/

Ubuntu 환경 원격 접속

less than 1 minute read

https://github.com/rustdesk/rustdesk/releases/tag/1.4.5

픽셀로 만들어진 끝없는 세상, ‘Floor796’을 소개

less than 1 minute read

https://floor796.com/#t0l2,376,122

Self Attention in transformer

less than 1 minute read

https://www.youtube.com/shorts/l8_OrR9kUNw

Why are Transformers replacing CNNs?

less than 1 minute read

https://www.youtube.com/watch?v=KnCRTP11p5U

Ubuntu 24.04.01 LTS 기준 크롬 원격설정

1 minute read

1-1. 크롬 설치를 위한 환경설치

Quantization, ‘가벼운’ AI 모델 구현을 위한 핵심 기술

less than 1 minute read

https://medium.com/@enerzai/quantization-%EA%B0%80%EB%B2%BC%EC%9A%B4-ai-%EB%AA%A8%EB%8D%B8-%EA%B5%AC%ED%98%84%EC%9D%84-%EC%9C%84%ED%95%9C-%ED%95%B5%EC%8B%AC-...

Kaggle 마스터 달성

less than 1 minute read

kaiber.biz

less than 1 minute read

https://kaiber.biz/nne-py_en/

asanAI

less than 1 minute read

https://github.com/NormanTUD/asanAI?utm_source=chatgpt.com

TRANSFORMER EXPLAINER

8 minute read

https://poloclub.github.io/transformer-explainer/

콜랩 완료시 자동 다운로드 코드

less than 1 minute read

from google.colab import files files.download("/content/IMUMODEL.zip")

RAG의 시대는 곳 갈 것이다

less than 1 minute read

아직도 RAG를 찾는 기업들이 많다. 하지만 GPT에 PDF를 넣는 것으로는 “검색”만 가능할 뿐, 진짜 ”이해”는 일어나지 않는다. 곧 등장할 Agentic LLM은 RAG가 아닌 Storage로 직접 가서 문서를 읽고, 스스로 필요한 정보를 판단해 응답하는 구조가 될 것이다.

최신 MoE 모델 아키텍처 리뷰

less than 1 minute read

https://www.reddit.com/r/LocalLLaMA/comments/1kldquv/architecture_review_of_the_new_moe_models/

autoregressive decoding

less than 1 minute read

구글 콜랩 국가 가격

less than 1 minute read

미국 $49.99 -> 71274.24원

AI 심화 이론

99 minute read

딥러닝 심화 이론 (서술형 문제)

AI 기초 이론

70 minute read

1. AI 기초 이론 (서술형 문제)

[요약] OpenAI’s Chief Research Officer on GPT 4.5’s Debut, Scaling Laws, And Teaching EQ to Models

less than 1 minute read

https://www.youtube.com/watch?v=pdfI9MuxWq8&t=108s&ab_channel=AlexKantrowitz

Attention 매커니즘 for deepseek r1

less than 1 minute read

https://www.youtube.com/watch?v=0VLAoVGf_74&ab_channel=WelchLabs

들으면 좋은 것

less than 1 minute read

https://www.youtube.com/watch?v=EWvNQjAaOHw&ab_channel=AndrejKarpathy

꼭 들어보면 좋겠는 영상

less than 1 minute read

https://www.youtube.com/watch?v=7xTGNNLPyMI

재미있는 의견

less than 1 minute read

https://youtube.com/clip/Ugkx9kck2RL2WE2Bj5-1BW819XGWEusU6qot?si=9aCAqGHZyPCRD9dl

How AI-assisted coding will change software engineering: hard truths

less than 1 minute read

https://newsletter.pragmaticengineer.com/p/how-ai-will-change-software-engineering

AI Agent Market Map

less than 1 minute read

https://mychaelangelo.github.io/ai_agents_marketmap/

Nvidia, the New King of Keynotes

less than 1 minute read

https://daringfireball.net/2025/01/nvidia_the_new_king_of_keynotes

[공유용] CNN ExplainerLearn Convolutional Neural Network (CNN) in your browser!

less than 1 minute read

https://poloclub.github.io/cnn-explainer/

geeknight 2024 긱뉴스 밋업 후기

less than 1 minute read

https://www.winterjung.dev/2024-geeknews-meetup-summary/

Looking back at speculative decoding

7 minute read

https://research.google/blog/looking-back-at-speculative-decoding/

Three Building Blocks for Creating AI Virtual Assistants for Customer Service with an NVIDIA AI Blueprint

6 minute read

https://developer.nvidia.com/blog/three-building-blocks-for-creating-ai-virtual-assistants-for-customer-service-with-an-nvidia-nim-agent-blueprint/

직장용 AI

less than 1 minute read

https://www.youtube.com/shorts/ggdsGlqVOAk

Time-Series-Library

less than 1 minute read

https://github.com/thuml/Time-Series-Library

How Well Can You Kaggle with Just One Hour a Day?

11 minute read

https://wandb.ai/sairam6087/humpback_whale/reports/How-Well-Can-You-Kaggle-with-Just-One-Hour-a-Day---VmlldzoxNjQxMTQ4

Hailuo AI minimax

less than 1 minute read

https://hailuoai.video/

wonderai

less than 1 minute read

https://wonderai.app/

luma-ai

less than 1 minute read

https://lumalabs.ai/dream-machine

runway - video to video

less than 1 minute read

https://app.runwayml.com/video-tools/teams/junhanzang/dashboard

klingai - image to video, 인공지능 비디오 생성기

less than 1 minute read

https://klingai.com/

Flux 1 AI Realtime Generator

less than 1 minute read

https://flux-1.ai/flux-1-realtime/

[공유] ComfyUI animatediff 일관성 있는 AI 영상 만들기

less than 1 minute read

https://www.youtube.com/watch?v=B07G-I2C2K0

수능 국어 LLM 리더보드

less than 1 minute read

https://github.com/Marker-Inc-Korea/Korean-SAT-LLM-Leaderboard/blob/main/Korean_README.md

AI 캘리포니아의 ‘인공지능’ 공식 표준 정의

less than 1 minute read

https://www.youtube.com/watch?v=8yLOocrrwvc

asiasiggraph2024

less than 1 minute read

https://asia.siggraph.org/2024/

Offset Noise： Midjourney Dethroned

less than 1 minute read

https://www.youtube.com/watch?v=cVxQmbf3q7Q

2개월 간의 파악하지 못한 것들 근황

less than 1 minute read

Loopy, EMO, vasa -1 alpha proteo notebooklm, gen3 - video to video, 딥시크 2 , 2.5, 픽스트랄 12B, 라마-옴니, exo, realtime-flux Kling, runway, luma, minimax, wonder ...

[백업] Ai로 발표자료 만들기

less than 1 minute read

https://www.youtube.com/shorts/tF8-GlkQaKc

구글 ai studio

less than 1 minute read

https://aistudio.google.com/app/prompts/new_chat

Transformer

less than 1 minute read

What are Normalizing Flows？

less than 1 minute read

https://www.youtube.com/watch?v=i7LjDvsLWCg&t=1s

civitai challenge 저장용

less than 1 minute read

https://civitai.com/articles/6423

FLUX

less than 1 minute read

https://blackforestlabs.ai/

ComfyUI 링크

less than 1 minute read

https://github.com/comfyanonymous/ComfyUI

openai voice

less than 1 minute read

https://www.youtube.com/watch?v=bsKMeEO4-7U

SAM2 모델 구조 확인

1 minute read

torchviz

less than 1 minute read

https://discuss.huggingface.co/t/how-to-plot-models-using-torchviz-or-hiddenlayer/24392

weight를 볼 수 있는 사이트

less than 1 minute read

https://netron.app/

다중 모드 모델 평가 순위표 (중국 사이트)

less than 1 minute read

신기하네

Paints Undo

less than 1 minute read

https://huggingface.co/spaces/MohamedRashad/PaintsUndo

Runway3 뮤비 공유

less than 1 minute read

https://www.youtube.com/watch?v=ImpUC9WWetw

Moshi

less than 1 minute read

https://us.moshi.chat/

구글 콜랩 가격

less than 1 minute read

T4 = 17.15 L4 = 4.82 a100 = 11.77

Claude 3.5 후기

less than 1 minute read

diffusion 논문 유튜브 공유

less than 1 minute read

https://www.youtube.com/watch?v=RGlwzCWJubs

구글이 Gemma를 왜 냈을까?

less than 1 minute read

Gemini가 1차적으로 망하고 Gemma를 open source로 풀었는데, 곰곰히 생각해보니 좀 이상하다

NN 구조 한번에 펼쳐보기

less than 1 minute read

https://netron.app/

재미있는 github

less than 1 minute read

https://github.com/KU-BIG/KUBIG_2023_FALL

sdxl 학습법

less than 1 minute read

https://github.com/bmaltais/kohya_ss?tab=readme-ov-file#sdxl-training

다음 에러날때

less than 1 minute read

Fatal Python error: init_import_site: Failed to import the site module Python runtime state: initialized Traceback (most recent call last):   File “C:\Users\...

LLM 이용한 랭체인 노코드툴

less than 1 minute read

https://www.youtube.com/watch?v=ZX5zYXCjH8s

240124

less than 1 minute read

알파지오메트리 - 오픈소스 - 합성 데이터로 하는 것

LORA (Low-Rank Adaptation) vs Adapter

less than 1 minute read

LORA (Low-Rank Adaptation) - attention에 추가 네트워크 삽입

UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)

1 minute read

NystromAttention은 이 문제를 해결하기 위해 ‘Nystrom 방법’을 적용합니다. Nystrom 방법은 행렬의 근사치를 계산하는 데 사용되는 수학적 기법으로, 원래 행렬의 작은 부분집합을 사용하여 전체 행렬을 근사하는 방식입니다. 이를 통해 NystromAttentio...

이미지 사이트들

less than 1 minute read

https://paperswithcode.com/sota/image-classification-on-imagenet

chatdev 설치법

less than 1 minute read

https://natural20.com/chatdev/

정형 데이터 참고

less than 1 minute read

https://www.intelligencelabs.tech/3ac72939-db45-4804-9b9d-3ec2c08ef504#2f155188109340e68597d92655e4d6e8

multi agent rl

less than 1 minute read

https://kilmya1.gitbook.io/deep-multi-agent-reinforcement-learning/1.-introduction/1.-introduction/1.3-overall-structure

생성모델 정리

less than 1 minute read

https://www.youtube.com/watch?v=vZdEGcLU_8U

파이토치 3090 cuda 안될때

less than 1 minute read

https://ssaru.github.io/2021/05/05/20210505-til_install_rtx3090_supported_pytorch/

구글 음성인식 절차

less than 1 minute read

https://webnautes.tistory.com/1247

Tableau 기초로 보면 좋은 영상

less than 1 minute read

https://www.youtube.com/watch?v=DkTVBZgudlM

엔비디아가 성장 가능성이 높은 이유

less than 1 minute read

https://www.youtube.com/watch?v=7Vf6l7ieQKs

개인적으로 구글 번역기보다 깔끔한 번역기

less than 1 minute read

https://www.deepl.com/translator

인공지능 공부용 책

less than 1 minute read

Dive into Deep Learning

한번 해볼만한 코딩들 모음

less than 1 minute read

https://wikidocs.net/156950

Unity ML agent 자율주행환경 에셋

less than 1 minute read

https://assetstore.unity.com/packages/templates/automotive-hmi-template-201095

제페토 월드잇 정리용

less than 1 minute read

https://zepetoworldjam.com/?utm_source=zepeto&utm_medium=discord&utm_campaign=welcome

코딩할 때 유용한 사이트

less than 1 minute read

https://phind.com/

EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer

14 minute read

https://haidog-yaqub.github.io/EzAudio-Page/

Gen-3 Alpha Video to Video

less than 1 minute read

https://academy.runwayml.com/gen3-alpha/gen3-alpha-video-to-video

NotebookLM으로 만들어본 것

less than 1 minute read

https://youtu.be/f7YlK4Juz-o

배틀퀸(BattleQueen) 다운로드 링크 공유

less than 1 minute read

https://ix9.net/2024/08/22/bq_v0-26-download/

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

8 minute read

https://sakana.ai/ai-scientist/

Luma-ai

less than 1 minute read

https://lumalabs.ai/dream-machine/creations

이미지 prompt 추축

less than 1 minute read

우리가 받은 ai 이미지의 단어를 추측해주는 사이트

인공지능 분야 모델 분석

less than 1 minute read

https://www.salesforceairesearch.com/crm-benchmark

FIFO-Diffusion: Generating Infinite Videos from Text without Training

11 minute read

https://arxiv.org/abs/2405.11473

사족보행 로봇을 위한 다중제약 강화학습 알고리즘

less than 1 minute read

https://www.youtube.com/watch?v=aoCfrVVQD4c

storydiffusion

less than 1 minute read

storydiffusion

[Kaggle] 키 발급

less than 1 minute read

https://velog.io/@skyepodium/Kaggle-API-%EC%82%AC%EC%9A%A9%EB%B2%95

AlphaCodium

less than 1 minute read

https://github.com/Codium-ai/AlphaCodium

[Kaggle] HMS - Harmful Brain Activity Classification

less than 1 minute read

헝가리 출장을 갔다오는 바람에 제대로 참여하지 못한 …

[안될공학 - IT 테크 신기술] 앞으로 AI 가 가져올 위험은 딥페이크보다 더 할 수 있습니다 (더밸류컨설팅 이병주 대표 4부)

less than 1 minute read

좋은 사진만 나오면 결국 벡터가 확증편향되니까 앞으로 오히려 ai가 안좋아질 수 있다.

트랜스포머 인코더 강의

less than 1 minute read

https://www.youtube.com/watch?v=xrq2yN4K_-M

Leave No Context Behind： Efficient Infinite Context Transformers with Infini attention

less than 1 minute read

https://www.youtube.com/watch?v=r_UBBfTPcF0

Apple Shocks Again： Introducing OpenELM Open Source AI Model That Changes Everything!

less than 1 minute read

https://www.youtube.com/watch?v=huH0fKmw0H0

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping (Searchformer)

less than 1 minute read

https://www.youtube.com/watch?v=PW4JiJ-WaY4

Anthropic’s Claude 3는 자의식이 있는가?

less than 1 minute read

https://www.youtube.com/watch?v=GBOE9fVVVSM&

4월 4주차 AI 모음

1 minute read

참조

Dijkstra’s Hidden Prime Finding Algorithm

less than 1 minute read

https://www.youtube.com/watch?app=desktop&v=fwxjMKBMR7s

VAE - 간단 설명 (동영상 공)

less than 1 minute read

https://www.youtube.com/watch?v=q-n2HNan9jo

InstantID

less than 1 minute read

https://instantid.github.io/

AI LUMIERE

less than 1 minute read

https://www.theverge.com/2024/1/27/24052140/google-lumiere-ai-video-generation-runway-pika

AutoTrain - Hugging Face

less than 1 minute read

https://www.linkedin.com/posts/abhi1thakur_autotrain-is-now-local-first-this-activity-7156595676796141569-qtIE?utm_source=share&utm_medium=member_android

image-classification-on-imagenet

less than 1 minute read

https://paperswithcode.com/sota/image-classification-on-imagenet?p=resnest-split-attention-networks

QLora 구조

less than 1 minute read

https://www.linkedin.com/posts/andrew-iain-jardine_llm-opensource-gpt3-activity-7153038508087984128-Qiqq?utm_source=share&utm_medium=member_android

라마2 개선 버전?

less than 1 minute read

https://www.linkedin.com/posts/aiatmeta_introducing-prompt-engineering-with-llama-activity-7155984162926067712-PAAY?utm_source=share&utm_medium=member_an...

Segmentation_models 대체제?

less than 1 minute read

https://www.linkedin.com/posts/merve-noyan-28b1a113a_many-cutting-edge-computer-vision-models-activity-7155609615504748544-puKA?utm_source=share&utm_medi...

드림부스 finetune

less than 1 minute read

https://github.com/huggingface/autotrain-advanced

양자학습법 - Mistral-7B

less than 1 minute read

https://www.linkedin.com/posts/akshay-pachaar_run-mistral-7b-almost-3x-faster-on-a-single-activity-7156262684999438336-mR0n?utm_source=share&utm_medium=m...

구글에서 전시중인 인공지능 아트

less than 1 minute read

https://deepmind.google/discover/visualising-ai/

Unity + AI

less than 1 minute read

https://www.linkedin.com/posts/unity_were-excited-to-share-a-new-integration-activity-7156397837704916994-6nGh?utm_source=share&utm_medium=member_android

재미있는 프로그램

less than 1 minute read

https://www.youtube.com/watch?v=v8O_tSF_o50

[중요한 것은 꺾이지 않는 RL] Multi Environment Reinforcement Learning

less than 1 minute read

https://www.youtube.com/watch?v=4_V6yosIDJc

재미있는 Diffusion 아이디어

less than 1 minute read

https://chenyangsi.top/FreeU/

adam에서 벗어나기

less than 1 minute read

https://github.com/lucidrains/lion-pytorch

테슬라에 들어가는 인공지능칩

less than 1 minute read

2~5만원 정도 함

ChatGPT API를 이용한 프로젝트 전체 코드 분석

less than 1 minute read

https://www.youtube.com/watch?v=e3eX5cCsPn0

포이즌 모델

less than 1 minute read

https://www.aitimes.com/news/articleView.html?idxno=154616

포켓몬 강화학습

less than 1 minute read

https://www.youtube.com/watch?v=Q6E6OaWb7LQ

스스로 보상하는 강화학습

less than 1 minute read

https://youtu.be/4qKBI7JtOCM?si=E1NdgCdsprqmvafR&t=387

강화학습으로 포켓몬 레드 플레이하기

less than 1 minute read

https://www.youtube.com/watch?v=DcYLT37ImBY

image 관련 동영상

less than 1 minute read

https://www.youtube.com/watch?v=q7iTGhGSlqw

만화 만들기

less than 1 minute read

https://huggingface.co/spaces/jbilcke-hf/ai-comic-factory

gpt + 환경

less than 1 minute read

https://github.com/joonspk-research/generative_agents

강화학습 볼 것들

less than 1 minute read

https://github.com/ladofa/janggi

ChatGPT에 플러그인이 생겼다

less than 1 minute read

구글 바드 출시

less than 1 minute read

https://bard.google.com/

Text to video

less than 1 minute read

예전 글과같이 2023은 Text to video가 대세가 될 것으로 말을했다.

Geometry-Inspired Top-k Adversarial Perturbations

less than 1 minute read

https://www.youtube.com/watch?v=0NcEnmL88wk

재미있는 질문들

less than 1 minute read

비전 트랜스포머에 일반적으로 사용되는 임베딩 벡터의 길이는 얼마나 되나요?

영상 만드는 인공지능

less than 1 minute read

https://huggingface.co/damo-vilab/modelscope-damo-text-to-video-synthesis

[빵형의 개발도상국] 책 요약해서 유튜브 쇼츠 영상 인공지능 만들기

less than 1 minute read

Source

GPT-4 논문 요약

less than 1 minute read

[gpt-4.pdf

GPT4 라이브 요약

less than 1 minute read

https://www.youtube.com/watch?v=outcGtbnMuQ

앞으로의 인공지능

less than 1 minute read

https://www.youtube.com/watch?v=yR4hNBNS6yc&t

유용한 인공지능 영상

less than 1 minute read

https://www.youtube.com/watch?v=sLgYJIpqUJg

인공지능으로 음악 만들기

less than 1 minute read

참고

Katago를 이긴 Adversarial Katago

less than 1 minute read

https://goattack.far.ai/

2023년은 인공지능은 동영상 변환 시대

less than 1 minute read

https://www.youtube.com/watch?v=DtC_fexN-r0

10분만에 ‘말하는 AI 아바타’ 만들기 (혁펜하임님 따라하기)

less than 1 minute read

https://www.youtube.com/watch?v=pXtRN_ZBXPU

생성된 사람 그림을 움직이게 해줄 수 있는 사이트

less than 1 minute read

https://www.d-id.com/

일반적으로 사용되는 챗봇의 원리

less than 1 minute read

최근에 떠오르고 있는 Chat GPT나 구글의 바드는 일반저긍로 다음의 원리와 같이 작동할 것이다.

List the top 5 take aways from the landmark paper ‘Attention is All You Need’.

1 minute read

The paper “Attention is All You Need” is a seminal work in the field of Natural Language Processing (NLP) and deep learning. Here are the top 5 takeaways fro...

여러분들의 도움이 필요합니다. (Open Assistant)

less than 1 minute read

https://github.com/LAION-AI/Open-Assistant

기업들이 Tensorflow보다 Pytorch로 선호하는 이유

1 minute read

간단하게 Tensorflow와 Pytorch의 정의를 보자.

Chat-GPT 잡아내는 AI 나왔다

1 minute read

출처: https://n.news.naver.com/article/015/0004804576

ASIA SIGGRAP DAY 4

2 minute read

시작하며

[Enhancing, Saliency] GPU Coroutines for Flexible Splitting and Scheduling of Rendering Tasks

1 minute read

https://dl.acm.org/doi/10.1145/3687766

[Enhancing, Saliency] Procedural Material Generation with Reinforcement Learning

3 minute read

https://dl.acm.org/doi/10.1145/3687979

[Interactive Methods and VR/AR] iSeg: Interactive 3D Segmentation via Interactive Attention

3 minute read

https://dl.acm.org/doi/10.1145/3680528.3687605

[Hand and Human] World-Grounded Human Motion Recovery via Gravity-View Coordinates

1 minute read

https://arxiv.org/abs/2409.06662

[Hand and Human] Synchronize Dual Hands for Physics-Based Dexterous Guitar Playing

2 minute read

https://dl.acm.org/doi/10.1145/3680528.3687692

[Hand and Human] Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer

3 minute read

https://dl.acm.org/doi/10.1145/3687980

Utilizing Generative AI for Look Dev in CG Anime Production [In Japanese]

1 minute read

https://asia.siggraph.org/2024/presentation/?id=IS_122&sess=sess314

The (Hex)tech of Arcane Season 02

1 minute read

1. 간단한 요약 및 소개

[Modeling and Reconstruction] DreamUDF: Generating Unsigned Distance Fields from A Single Image

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687769

[Modeling and Reconstruction] Reconstruct translucent thin objects from photos

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687572

[Modeling and Reconstruction] Large Scale Farm Scene Modeling from Remote Sensing Imagery

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687918

[Modeling and Reconstruction] FaçAID: A Transformer Model for Neuro-Symbolic Facade Reconstruction

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687657

[Beauty Salon: Hair, Face, Lips, and Teeth] Hairmony: Fairness-aware hairstyle classification

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687582

[Beauty Salon: Hair, Face, Lips, and Teeth] The Lips, the Teeth, the tip of the Tongue: LTT Tracking

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687691

[Beauty Salon: Hair, Face, Lips, and Teeth] Towards Unified 3D Hair Reconstruction from Single-View Portraits

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687597

[Beauty Salon: Hair, Face, Lips, and Teeth] GroomCap: High-Fidelity Prior-Free Hair Capture

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687768

[Beauty Salon: Hair, Face, Lips, and Teeth] SPARK: Self-supervised Personalized Real-time Monocular Face Capture

less than 1 minute read

https://arxiv.org/abs/2409.07984

[Beauty Salon: Hair, Face, Lips, and Teeth] Curly-Cue: Geometric Methods for Highly Coiled Hair

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687641

ASIA SIGGRAP DAY 3

less than 1 minute read

SIGGRAPH Asia 2024: 3일차 - 치밀한 준비와 다양한 경험의 하루

[Birds of a Feather] Intelligent Immersification in the Metaverse (I2M) : Advancing Our Reality

less than 1 minute read

Intelligent Immersification in the Metaverse (I2M): 비슷한 주제의 아쉬움

[Courses] Introduction to Generative Machine Learning

1 minute read

Introduction to Generative Machine Learning: AI의 과거와 미래를 탐구하는 시간

[Courses] Unlock the Future of AI in the Metaverse: A Hands-On Experience

less than 1 minute read

Unlock the Future of AI in the Metaverse: NVIDIA Omniverse와 함께한 몰입형 체험

[(Don’t) Make Some Noise: Denoising] Neural Kernel Regression for Consistent Monte Carlo Denoising

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687949

[(Don’t) Make Some Noise: Denoising] Spatiotemporal Bilateral Gradient Filtering for Inverse Rendering

less than 1 minute read

https://weschang.com/publications/stadam/

[(Don’t) Make Some Noise: Denoising] Filtering-Based Reconstruction for Gradient-Domain Rendering

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687568

[(Don’t) Make Some Noise: Denoising] Online Neural Denoising with Cross-Regression for Interactive Rendering

1 minute read

https://dl.acm.org/doi/10.1145/3687938

[(Don’t) Make Some Noise: Denoising] A Statistical Approach to Monte Carlo Denoising

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687591

ASIA SIGGRAP DAY 2

less than 1 minute read

2일날부터는 전시회가 열린다고해서 궁금해서 이를 위주로 보고자했다. 내가 잘못생각했던건 오후부터 열린다는 것이었고, 이를 통해 다음 3일자는 좀 더 열심히 일정을 준비하였다.

[Text, Texturing, and Stylization] Camera Settings as Tokens: Modeling Photography on Latent Diffusion Models

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687635

[Text, Texturing, and Stylization] Compositional Neural Textures

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687561

[Text, Texturing, and Stylization] TEXGen: a Generative Diffusion Model for Mesh Textures

less than 1 minute read

https://arxiv.org/abs/2411.14740

[Text, Texturing, and Stylization] StyleTex: Style Image-Guided Texture Generation for 3D Models

less than 1 minute read

https://arxiv.org/abs/2411.00399

[Text, Texturing, and Stylization] Text-Guided Texturing by Synchronized Multi-View Diffusion

less than 1 minute read

https://arxiv.org/abs/2311.12891

[Text, Texturing, and Stylization] InstanceTex: Instance-level Controllable Texture Synthesis for 3D Scenes via Diffusion Priors

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687633

[Domo Arigato, Mr. Roboto / Robots and Characters] MaskedMimic: Unified Physics-Based Character Control Through Masked Motion Inpainting

less than 1 minute read

https://arxiv.org/abs/2409.14393

[Domo Arigato, Mr. Roboto / Robots and Characters] Decoupling Contact for Fine-Grained Motion Style Transfer

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687609

Generative AI for Graphics, Vision and 3D

1 minute read

Generative AI for Graphics, Vision, and 3D: SIGGRAPH Asia 2024 세션 리뷰

[Look at it Differently: Novel View Synthesis] ReN Human: Learning Relightable Neural Implicit Surfaces for Animatable Human Rendering

less than 1 minute read

https://dl.acm.org/doi/10.1145/3678002

[Look at it Differently: Novel View Synthesis] Neural Light Spheres for Implicit Image Stitching and View Synthesis

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687660

[Look at it Differently: Novel View Synthesis] Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular Videos

less than 1 minute read

https://arxiv.org/abs/2406.18717

[Look at it Differently: Novel View Synthesis] Cafca: High-quality Novel View Synthesis of Expressive Faces from Casual Few-shot Captures

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687580

[Look at it Differently: Novel View Synthesis] Pano2Room: Novel View Synthesis from a Single Indoor Panorama

less than 1 minute read

https://arxiv.org/abs/2408.11413

[Your Wish is my Command: Generate, Edit, Rearrange] LLM-enhanced Scene Graph Learning for Household Rearrangement

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687607

ASIA SIGGRAP DAY 1

1 minute read

https://asia.siggraph.org/2024/

[Color and Display] V^3: Viewing Volumetric Videos on Mobiles via Streamable 2D Dynamic Gaussians

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687935

[Color and Display] AR-DAVID: Augmented Reality Display Artifact Video Dataset

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687969

[Color and Display] Perspective-Aligned AR Mirror with Under-Display Camera

less than 1 minute read

https://dl.acm.org/doi/10.1145/3687995

[Color and Display] elaTCSF: A Temporal Contrast Sensitivity Function for Flicker Detection and Modeling Variable Refresh Rate Flicker

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687586

[Color and Display] Large Étendue 3D Holographic Display with Content-adaptive Dynamic Fourier Modulation

less than 1 minute read

Large Étendue 3D Holographic Display: 더 넓어진 시야와 고화질 홀로그램

[Color and Display] COMFI: A Calibrated Observer Metameric Failure Index for Color Critical Tasks

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687701

[Design it all: font, paint, and colors] Inverse Painting: Reconstructing The Painting Process

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687574

[Design it all: font, paint, and colors] Colorful Diffuse Intrinsic Image Decomposition in the Wild

less than 1 minute read

https://arxiv.org/abs/2409.13690

[Design it all: font, paint, and colors] LVCD: Reference-based Lineart Video Colorization with Diffusion Models

less than 1 minute read

https://arxiv.org/abs/2409.12960

[Design it all: font, paint, and colors] ProcessPainter: Learning to draw from sequence data

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687596

[Design it all: font, paint, and colors] SD-πXL: Generating Low-Resolution Quantized Imagery via Score Distillation

less than 1 minute read

https://dl.acm.org/doi/full/10.1145/3680528.3687570

[Design it all: font, paint, and colors] HFH-Font: Few-shot Chinese Font Synthesis with Higher Quality, Faster Speed, and Higher Resolution

less than 1 minute read

https://arxiv.org/abs/2410.06488

[Make it Yours - Customizing Image Generation] Identity-Preserving Face Swapping via Dual Surrogate Generative Models

less than 1 minute read

https://dl.acm.org/doi/10.1145/3676165

[Make it Yours - Customizing Image Generation] Customizing Text-to-Image Diffusion with Object Viewpoint Control

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687564

[Make it Yours - Customizing Image Generation] Customizing Text-to-Image Models with a Single Image Pair

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687642

[Make it Yours - Customizing Image Generation] PALP: Prompt Aligned Personalization of Text-to-Image Models

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687604

[Make it Yours - Customizing Image Generation] ReVersion: Diffusion-Based Relation Inversion from Images

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687658

[Make it Yours - Customizing Image Generation] MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation

less than 1 minute read

https://dl.acm.org/doi/10.1145/3680528.3687662

Introducing Gemini 2.5 Flash Image, our state-of-the-art image model

3 minute read

https://developers.googleblog.com/en/introducing-gemini-2-5-flash-image/?utm_source=pytorchkr&ref=pytorchkr

에이전트를 노리는 피싱 공격 (콜롬비아 대학교 연구진, AI 에이전트를 속이는 악성 링크 기법을 시연하다)

1 minute read

에이전트를 노리는 피싱 공격 콜롬비아 대학교 연구진, AI 에이전트를 속이는 악성 링크 기법을 시연하다 기계학습 연구 | 기술과 사회 | AI 에이전트 | AI 안전성 발행일: 2025년 6월 4일 읽는 시간: 약 2분

Open-sourcing circuit tracing tools

1 minute read

https://www.anthropic.com/research/open-source-circuit-tracing?_bhlid=f5b0e86a94268a7109932dbb05966007b57ea583

Nous Research – RL Environments Hackathon

less than 1 minute read

https://cerebralvalley.ai/e/nous-research-rl-environments-hackathon-9be3062a?_bhlid=3c8e86f14c63353188d214fe0b6617f10a19226d

Introducing the Max plan — get more Claude usage than ever before

less than 1 minute read

ALEXNET opensoure화

less than 1 minute read

https://spectrum.ieee.org/alexnet-source-code

FACTS Leaderboard

4 minute read

https://www.kaggle.com/facts-leaderboard

Reflections - samaltman

7 minute read

https://blog.samaltman.com/reflections

[공유용]베네딕트 에반스의 기술트렌드 2025: AI eats the world

less than 1 minute read

https://news.hada.io/topic?id=18499

Problems in the current research on forecasting with transformers, foundational models, etc

less than 1 minute read

https://www.youtube.com/watch?v=vNul_AjRPFw

OnlyFans 모델들이 AI를 활용해 DM(다이렉트 메시지)을 관리하다

1 minute read

https://www.wired.com/story/onlyfans-models-are-using-ai-impersonators-to-keep-up-with-their-dms/

Khoshnus - 아름다운 손글씨 SVG 텍스트 애니메이션 만들기

less than 1 minute read

https://github.com/Amer-Jabar/khoshnus

AI 엔지니어링: 기본 모델을 활용한 애플리케이션 구축 (Chip Huyen, 2025)

4 minute read

https://github.com/chiphuyen/aie-book

니혼코츠(Nihon Kotsu)와 GO와 함께하는 첫 번째 국제 로드 트립 (waymo 국제 진출)

1 minute read

https://waymo.com/blog/2024/12/partnering-with-nihon-kotsu-and-go-on-our-first-international-road-trip

Imagen 3

2 minute read

https://deepmind.google/technologies/imagen-3/

Veo 2

3 minute read

https://deepmind.google/technologies/veo/veo-2/

Making quantum error correction work

5 minute read

https://www.linkedin.com/posts/googleresearch_quantum-computers-offer-many-promising-applications-activity-7271921736290328576-ShVG/?utm_source=share&utm...

Meet Willow, our state-of-the-art quantum chip

1 minute read

https://www.youtube.com/watch?v=W7ppd_RY-UE

오노마AI, AI와 인간 협업으로 첫 웹툰 연재 시작

less than 1 minute read

인공지능(AI) 기반 웹툰 창작 전문 기업 오노마AI가 AI 웹툰 **‘인생큐레이터’**를 12월 7일부터 연재하기 시작했습니다. 독자적으로 개발한 ‘아니마 디퓨전’ 모델을 활용해 제작된 이번 웹툰은 AI와 인간의 창의적 협업으로 제작된 점에서 주목받고 있습니다.

라마 3.3 출시

less than 1 minute read

https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct

SORA 공개

less than 1 minute read

https://sora.com/

초현실적인 노년기 - Katsukokoiso.AI와 Sora의 제작

less than 1 minute read

https://www.aitimes.com/news/articleView.html?idxno=165961

AGI(인공일반지능) 달성 논란: 오픈AI와 AI 업계의 현재 상황

1 minute read

https://www.aitimes.com/news/articleView.html?idxno=166029

Simplifying Network Operations for AI with NVIDIA Quantum InfiniBand

2 minute read

https://resources.nvidia.com/en-us-accelerated-networking-resource-library/simplifying-network-operations-for-ai-with-nvidia-quantum-infiniband?ncid=em-nurt-...

Gen-3 Alpha Expand Video

less than 1 minute read

https://academy.runwayml.com/gen3-alpha/gen3-alpha-expand-video

AI 스케일링 법칙이 한계에 도달한 것이 아니라, 테스트 시간 컴퓨팅을 위한 새로운 스케일링 법칙이 등장

less than 1 minute read

Microsoft CEO 사티아 나델라는 AI 스케일링 법칙이 벽에 부딪혔다기보다는 오히려 테스트 시간 컴퓨팅을 위한 새로운 스케일링 법칙의 출현을 목격하고 있다고 말합니다.

STATE OF AI REPORT

1 minute read

https://www.stateof.ai/

Sora 유출

1 minute read

https://huggingface.co/spaces/PR-Puppets/PR-Puppet-Sora

[Google] 기술 전문가에게 물어보세요: 양자 컴퓨팅이란 무엇인가요?

less than 1 minute read

https://blog.google/inside-google/googlers/ask-techspert-what-quantum-computing/

[Google] AlphaQubit은 양자 컴퓨팅의 가장 큰 과제 중 하나를 해결합니다.

less than 1 minute read

https://blog.google/technology/google-deepmind/alphaqubit-quantum-error-correction/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&a...

[Google] Google.org의 AI 및 과학을 위한 2,000만 달러 기금

less than 1 minute read

https://blog.google/outreach-initiatives/google-org/google-org-science-ai-funding/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&am...

[Google] 구글 최초의 대량 목재 건물 자세히 살펴보기

less than 1 minute read

https://blog.google/outreach-initiatives/sustainability/mass-timber-building/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&utm...

[Google] 2024년 Google TV의 최고 히트작

less than 1 minute read

https://blog.google/products/google-tv/google-tvbest-of-2024/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&utm_content=cta

[Google] Google Play에서 선정한 2024년 최고의 앱과 게임

less than 1 minute read

https://blog.google/products/google-play/google-play-best-apps-games-2024/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&utm_co...

[Google]2024년 세계 체스 챔피언십에서 체스를 탐험하는 5가지 방법

less than 1 minute read

https://blog.google/technology/ai/world-chess-championships-2024/

[Google]AI가 과학을 발전시키는 9가지 방법

less than 1 minute read

https://blog.google/technology/ai/google-ai-big-scientific-breakthroughs-2024/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&ut...

[Google]Google 렌즈, 지도 등을 활용한 새로운 홀리데이 쇼핑 방법

less than 1 minute read

https://blog.google/products/shopping/google-maps-lens-holiday-shopping/?utm_source=kw-newsletter&utm_medium=email&utm_campaign=11222024&utm_cont...

Stanford RNA 3D Folding

less than 1 minute read

좋은 팀원분들 덕분에 다음의 성적을 거둘수있었네요. 팀원분들께 감사를 드립니다.

CIBMTR - Equity in post-HCT Survival Predictions

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CZII - CryoET Object Identification

less than 1 minute read

NeurIPS 2024 - Predict New Medicines with BELKA (결과)

less than 1 minute read

생각보다 많이 내려갔다…

NeurIPS 2024 - Predict New Medicines with BELKA

less than 1 minute read

Japan-image translate to Korean

less than 1 minute read

https://github.com/cs20131516/image_translator

프로젝트들 보는 사이트

less than 1 minute read

https://www.producthunt.com/

필요 사이트 timm + torch

less than 1 minute read

https://github.com/huggingface/pytorch-image-models?tab=readme-ov-file#features

Lux AI Season 2 결과

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스스로 학습하는 인공지능

less than 1 minute read

https://github.com/Torantulino/Auto-GPT

Lux-ai season2

less than 1 minute read

RL로 여기까지 왔다…

Lux AI Season 2

less than 1 minute read

유니티 ML-Agents를 이용한 Self Driving Car

less than 1 minute read

Source: https://github.com/sh02092/unity-ml-agents-self-driving-car

유니티 ML-Agents를 이용한 드론 제어 강화학습

less than 1 minute read

아래는 제 Drone Github 링크입니다.

유튜브 동영상 다운로드 및 srt 파일 생성

less than 1 minute read

https://colab.research.google.com/drive/1iXU0q7-h4KUP0JCkRwUZgYQUnNnwpUTo?usp=sharing

유튜브 다운로드 및 자막 생성

less than 1 minute read

https://colab.research.google.com/drive/1ptP5KuqQAtHApxtfJbh5A7nGgB-hxHrn?usp=sharing

ZEPETO WORLD JAM 2023 참여 후기

1 minute read

https://zepetoworldjam.com/

OpenAI Codex 사용해서 게임 만들기

2 minute read

https://openai.com/blog/openai-codex/

RL Drone Challenge

less than 1 minute read

behaviors: My Behavior: trainer_type: ppo hyperparameters: batch_size: 128 buffer_size: 2048 learning_rate: 0.0005 beta: 0....

Lux AI Season 2

less than 1 minute read

https://www.kaggle.com/competitions/lux-ai-season-2/overview

음성 변조를 잡아내는 앱 계획서

less than 1 minute read

최근에 텍스트를 읽어주던 인공지능에서 음성이 변조가 가능한 인공지능으로 음성 인공지능이 발달하고 있다.

Pytorch based DQN

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DQN 및 강화학습을 Tensorflow로만 작성하다 Pytorch이가 점차 올라오는 추세가 되어 Pytorch 공부를 겸하여 코드 작성을 하였다.

일간이긴 하지만 오픈 어시스턴트 1위 달성

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일간이긴 하지만 오픈 어시스턴트 19위 달성

less than 1 minute read

일간이긴 하지만 오픈 어시스턴트 98위 달성

less than 1 minute read

오픈 어시스턴스(Open Assistant)

less than 1 minute read

현재 대한민국 언어에 대한 label, prompt 생성에 참여중.

Introducing A2UI: An open project for agent-driven interfaces

10 minute read

https://developers.googleblog.com/introducing-a2ui-an-open-project-for-agent-driven-interfaces/

MXFP8, MXFP4 및 NVFP4에 대한 자세한 설명

10 minute read

https://zhuanlan.zhihu.com/p/1969465397670551963

T5Gemma: A new collection of encoder-decoder Gemma models

4 minute read

https://developers.googleblog.com/en/t5gemma/

Understanding and Coding the KV Cache in LLMs from Scratch

10 minute read

Sebastian Raschka, PhD 2025년 6월 17일

Qwen3: Think Deeper, Act Faster

8 minute read

https://github.com/QwenLM/Qwen3

Introducing OpenAI o3 and o4-mini

5 minute read

https://openai.com/index/introducing-o3-and-o4-mini/

MONAI Integrates Advanced Agentic Architectures to Establish Multimodal Medical AI Ecosystem

9 minute read

https://developer.nvidia.com/blog/monai-integrates-advanced-agentic-architectures-to-establish-multimodal-medical-ai-ecosystem/?ncid=em-even-120973-vt12&...

물리 AI로 헬스케어 혁신 주도하는 NVIDIA와 GE HealthCare

2 minute read

https://blogs.nvidia.co.kr/blog/nvidia-and-ge-healthcare-collaborate-to-advance-the-development-of-autonomous-diagnostic-imaging-with-physical-ai/?ncid=em-ev...

On the Biology of a Large Language Model

88 minute read

https://transformer-circuits.pub/2025/attribution-graphs/biology.html

Vibe coding: Your roadmap to becoming an AI developer ?

3 minute read

https://www.linkedin.com/pulse/vibe-coding-your-roadmap-becoming-ai-developer-github-w5iuc/

Automating GPU Kernel Generation with DeepSeek-R1 and Inference Time Scaling

6 minute read

https://developer.nvidia.com/blog/automating-gpu-kernel-generation-with-deepseek-r1-and-inference-time-scaling/?ncid=so-link-284103&linkId=100000338909940

거의 2,000년 동안 읽히지 않았던 불에 탄 두루마리에서 해독된 첫 단어들

3 minute read

https://edition.cnn.com/2025/02/08/science/vesuvius-scrolls-science-newsletter-wt/index.html

o1 isn’t a chat model (and that’s the point)

10 minute read

https://www.latent.space/p/o1-skill-issue

Understanding Transformer reasoning capabilities via graph algorithms

6 minute read

https://research.google/blog/understanding-transformer-reasoning-capabilities-via-graph-algorithms/

Satellite powered estimation of global solar potential

6 minute read

https://research.google/blog/satellite-powered-estimation-of-global-solar-potential/

Develop Multilingual and Cross-Lingual Information Retrieval Systems with Efficient Data Storage

5 minute read

https://developer.nvidia.com/blog/develop-multilingual-and-cross-lingual-information-retrieval-systems-with-efficient-data-storage/

2025년 이후의 기술 예측

13 minute read

https://www.allthingsdistributed.com/2024/12/tech-predictions-for-2025-and-beyond.html

Whisk: Visualize and remix ideas using images and AI

1 minute read

https://blog.google/technology/google-labs/whisk/

Working with tabular data in Python

9 minute read

https://wandb.ai/mostafaibrahim17/ml-articles/reports/Working-with-tabular-data-in-Python--Vmlldzo4MTU4OTgx

Diffusion for World Modeling: Visual Details Matter in Atari

24 minute read

https://arxiv.org/abs/2405.12399

Voyager: An Open-Ended Embodied Agent with Large Language Models

less than 1 minute read

https://arxiv.org/abs/2305.16291?utm_source=substack&utm_medium=email

cal q learning

less than 1 minute read

https://arxiv.org/abs/2303.05479

Chapter 11. Imitation Learning

1 minute read

References • ICML 2018 Imitation Learning Tutorial https://sites.google.com/view/icml2018-imitation-learning/

Chapter4. Model-based Planning

4 minute read

지금까지 공식을 배웠다면 이를 적용하는 것에 대해서 알아보자.

Chapter 1 Introduction

less than 1 minute read

시작하기에 앞서 강화학습이라고 하면 다들 아래의 사진을 떠올릴 것이다.

1. Maximum Number of Tasks You Can Assign

4 minute read

``` from typing import List import collections import bisect

1. Count of Interesting Subarrays

1 minute read

``` class Solution: def countInterestingSubarrays(self, nums: List[int], modulo: int, k: int) -> int: count_map = defaultdict(int) pri...

4SUM problem

less than 1 minute read

https://leetcode.com/problems/4sum/description/

1. Longest Common Prefix

less than 1 minute read

https://leetcode.com/problemset/

LeetCode 75 - Merge Strings Alternately

1 minute read

You are given two strings word1 and word2. Merge the strings by adding letters in alternating order, starting with word1. If a string is longer than the othe...

Flow Matching for Generative Modeling

1 minute read

도입부: 왜 흐름 매칭인가?

AI for Autonomous Driving at Scale

2 minute read

자율주행의 새로운 기준: Waymo의 AI 기술과 운영 성과

저장용

less than 1 minute read

https://www.modetour.com/flights/discount-flight?query=%7B%22departureCity%22%3A%22%22%2C%22arrivalCity%22%3A%22NRT%22%2C%22continentCode%22%3A%22JPN%22%2C%2...