几篇论文实现代码：
《Understanding Bias in Large-Scale Visual Datasets》(NeurIPS 2024) GitHub: github.com/boyazeng/understand_bias
《Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime》(NeurIPS 2024) GitHub: github.com/Thinklab-SJTU/PredictiveCO-Benchmark [fig2]
《Learning Truncated Causal History Model for Video Restoration》(NeurIPS 2024) GitHub: github.com/Ascend-Research/Turtle
《Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge》(NeurIPS 2024) GitHub: github.com/HeewoongNoh/Retrieval-Retro [fig4]
《MotionFix: Text-Driven 3D Human Motion Editing》(SIGGRAPH Asia 2024) GitHub: github.com/atnikos/motionfix
《Digital Salon: An AI and Physics-Driven Tool for 3D Hair Grooming and Simulation》(SIGGRAPH Asia 2024) GitHub: github.com/digital-salon/Digital-Salon
《MARS: Unleashing the Power of Variance Reduction for Training Large Models》(2024) GitHub: github.com/AGI-Arena/MARS
《StableV2V: Stablizing Shape Consistency in Video-to-Video Editing》(2024) GitHub: github.com/AlonzoLeeeooo/StableV2V
《PoliFormer: Scaling On-Policy RL with Transformers Results in Masterful Navigators》(2024) GitHub: github.com/allenai/PoliFormer
《GRAPE: Generalizing Robot Policy via Preference Alignment》(2024) GitHub: github.com/aiming-lab/GRAPE
《Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes》(2024) GitHub: github.com/lartpang/SAMs-CDConcepts-Eval
《Uniform Attention Maps: Enhancing Image Fidelity in Reconstruction and Editing》(2024) GitHub: github.com/Mowenyii/Uniform-Attention-Maps [fig1]
《TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling》(2024) GitHub: github.com/yandex-research/tabm
《Data Scaling Laws in Imitation Learning for Robotic Manipulation》(2024) GitHub: github.com/Fanqi-Lin/Data-Scaling-Laws
《SOAR: Simultaneous Exploration and Photographing with Heterogeneous UAVs for Fast Autonomous Reconstruction》(2024) GitHub: github.com/SYSU-STAR/SOAR
《FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling》(2024) GitHub: github.com/xtudbxk/FreCaS [fig3]
《Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval》(2024) GitHub: github.com/sher222/LeReT
《Scaling Concept With Text-Guided Diffusion Models》(2024) GitHub: github.com/WikiChao/ScalingConcept
《Local All-Pair Correspondence for Point Tracking》(2024) GitHub: github.com/cvlab-kaist/locotrack
《Pantograph: A Machine-to-Machine Interaction Interface for Advanced Theorem Proving, High Level Reasoning, and Data Extraction in Lean 4》(2024) GitHub: github.com/lenianiva/PyPantograph
《Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation》(2024) GitHub: github.com/TencentARC/Divot [fig5]
《3D-GRES: Generalized 3D Referring Expression Segmentation》(2024) GitHub: github.com/sosppxo/MDIN [fig6]
《Understanding Bias in Large-Scale Visual Datasets》(NeurIPS 2024) GitHub: github.com/boyazeng/understand_bias
《Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime》(NeurIPS 2024) GitHub: github.com/Thinklab-SJTU/PredictiveCO-Benchmark [fig2]
《Learning Truncated Causal History Model for Video Restoration》(NeurIPS 2024) GitHub: github.com/Ascend-Research/Turtle
《Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge》(NeurIPS 2024) GitHub: github.com/HeewoongNoh/Retrieval-Retro [fig4]
《MotionFix: Text-Driven 3D Human Motion Editing》(SIGGRAPH Asia 2024) GitHub: github.com/atnikos/motionfix
《Digital Salon: An AI and Physics-Driven Tool for 3D Hair Grooming and Simulation》(SIGGRAPH Asia 2024) GitHub: github.com/digital-salon/Digital-Salon
《MARS: Unleashing the Power of Variance Reduction for Training Large Models》(2024) GitHub: github.com/AGI-Arena/MARS
《StableV2V: Stablizing Shape Consistency in Video-to-Video Editing》(2024) GitHub: github.com/AlonzoLeeeooo/StableV2V
《PoliFormer: Scaling On-Policy RL with Transformers Results in Masterful Navigators》(2024) GitHub: github.com/allenai/PoliFormer
《GRAPE: Generalizing Robot Policy via Preference Alignment》(2024) GitHub: github.com/aiming-lab/GRAPE
《Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes》(2024) GitHub: github.com/lartpang/SAMs-CDConcepts-Eval
《Uniform Attention Maps: Enhancing Image Fidelity in Reconstruction and Editing》(2024) GitHub: github.com/Mowenyii/Uniform-Attention-Maps [fig1]
《TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling》(2024) GitHub: github.com/yandex-research/tabm
《Data Scaling Laws in Imitation Learning for Robotic Manipulation》(2024) GitHub: github.com/Fanqi-Lin/Data-Scaling-Laws
《SOAR: Simultaneous Exploration and Photographing with Heterogeneous UAVs for Fast Autonomous Reconstruction》(2024) GitHub: github.com/SYSU-STAR/SOAR
《FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling》(2024) GitHub: github.com/xtudbxk/FreCaS [fig3]
《Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval》(2024) GitHub: github.com/sher222/LeReT
《Scaling Concept With Text-Guided Diffusion Models》(2024) GitHub: github.com/WikiChao/ScalingConcept
《Local All-Pair Correspondence for Point Tracking》(2024) GitHub: github.com/cvlab-kaist/locotrack
《Pantograph: A Machine-to-Machine Interaction Interface for Advanced Theorem Proving, High Level Reasoning, and Data Extraction in Lean 4》(2024) GitHub: github.com/lenianiva/PyPantograph
《Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation》(2024) GitHub: github.com/TencentARC/Divot [fig5]
《3D-GRES: Generalized 3D Referring Expression Segmentation》(2024) GitHub: github.com/sosppxo/MDIN [fig6]
