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awesome-human-motion


https://github.com/foruck/awesome-human-motion

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  • Human-Object Interaction

    • InterDreamer - Shot Text to 3D Dynamic Human-Object Interaction, Xu et al. NeurIPS 2024.
    • InterFusion - Driven Generation of 3D Human-Object Interaction, Dai et al. ECCV 2024.
    • CHOIS - Object Interaction Synthesis, Li et al. ECCV 2024.
    • F-HOI - HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions, Yang et al. ECCV 2024.
    • HIMO - Body Human Interacting with Multiple Objects, Lv et al. ECCV 2024.
    • PhysicsPingPong - based Table Tennis Animation, Wang et al. SIGGRAPH 2024.
    • NIFTY
    • HOI Animator - prompt Human-object Animations using Novel Perceptive Diffusion Models, Son et al. CVPR 2024.
    • CG-HOI - HOI: Contact-Guided 3D Human-Object Interaction Generation, Diller et al. CVPR 2024.
    • ARCTIC - Object Manipulation, Fan et al. CVPR 2023.
    • TOCH - Temporal Object-to-Hand Correspondence for Motion Refinement, Zhou et al. ECCV 2022.
    • COUCH - Chair Interactions, Zhang et al. ECCV 2022.
    • SAGA - Body Grasping with Contact, Wu et al. ECCV 2022.
    • GOAL - Body Motion for Hand-Object Grasping, Taheri et al. CVPR 2022.
    • GRAB - Body Human Grasping of Objects, Taheri et al. ECCV 2020.
    • CHAIRS - Body Articulated Human-Object Interaction, Jiang et al. ICCV 2023.
    • HGHOI - Object Interactions with Diffusion Probabilistic Models, Pi et al. ICCV 2023.
    • InterDiff - Object Interactions with Physics-Informed Diffusion, Xu et al. ICCV 2023.
    • Object Pop Up - up: Can we infer 3D objects and their poses from human interactions alone? Petrov et al. CVPR 2023.
    • OOD-HOI - HOI: Text-Driven 3D Whole-Body Human-Object Interactions Generation Beyond Training Domains, Zhang et al. ArXiv 2024.
    • COLLAGE - Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models, Daiya et al. ArXiv 2024.
    • SMGDiff
    • SkillMimic
    • CORE4D - Object-Human Interaction Dataset for Collaborative Object REarrangement, Zhang et al. ArXiv 2024.
    • Wu et al - Object Interaction from Human-Level Instructions, Wu et al. ArXiv 2024.
    • GRIP
    • HumanVLA - Language Directed Object Rearrangement by Physical Humanoid, Xu et al. NeurIPS 2024.
    • OmniGrasp
    • EgoChoir - Object Interaction Regions from Egocentric Views, Yang et al. NeurIPS 2024.
    • CooHOI - Object Interaction with Manipulated Object Dynamics, Gao et al. NeurIPS 2024.
    • OOD-HOI - HOI: Text-Driven 3D Whole-Body Human-Object Interactions Generation Beyond Training Domains, Zhang et al. ArXiv 2024.
    • COLLAGE - Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models, Daiya et al. ArXiv 2024.
    • SMGDiff
    • SkillMimic
    • CORE4D - Object-Human Interaction Dataset for Collaborative Object REarrangement, Zhang et al. ArXiv 2024.
    • Wu et al - Object Interaction from Human-Level Instructions, Wu et al. ArXiv 2024.
    • GRIP
    • HumanVLA - Language Directed Object Rearrangement by Physical Humanoid, Xu et al. NeurIPS 2024.
    • OmniGrasp
    • EgoChoir - Object Interaction Regions from Egocentric Views, Yang et al. NeurIPS 2024.
    • CooHOI - Object Interaction with Manipulated Object Dynamics, Gao et al. NeurIPS 2024.
    • InterDreamer - Shot Text to 3D Dynamic Human-Object Interaction, Xu et al. NeurIPS 2024.
    • InterFusion - Driven Generation of 3D Human-Object Interaction, Dai et al. ECCV 2024.
    • CHOIS - Object Interaction Synthesis, Li et al. ECCV 2024.
    • F-HOI - HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions, Yang et al. ECCV 2024.
    • HIMO - Body Human Interacting with Multiple Objects, Lv et al. ECCV 2024.
    • PhysicsPingPong - based Table Tennis Animation, Wang et al. SIGGRAPH 2024.
    • NIFTY
    • HOI Animator - prompt Human-object Animations using Novel Perceptive Diffusion Models, Son et al. CVPR 2024.
    • CG-HOI - HOI: Contact-Guided 3D Human-Object Interaction Generation, Diller et al. CVPR 2024.
    • InterCap
    • InterCap
    • OMOMO
    • OMOMO
    • CHAIRS - Body Articulated Human-Object Interaction, Jiang et al. ICCV 2023.
    • HGHOI - Object Interactions with Diffusion Probabilistic Models, Pi et al. ICCV 2023.
    • InterDiff - Object Interactions with Physics-Informed Diffusion, Xu et al. ICCV 2023.
    • Object Pop Up - up: Can we infer 3D objects and their poses from human interactions alone?, Petrov et al. CVPR 2023.
    • ARCTIC - Object Manipulation, Fan et al. CVPR 2023.
    • TOCH - Temporal Object-to-Hand Correspondence for Motion Refinement, Zhou et al. ECCV 2022.
    • COUCH - Chair Interactions, Zhang et al. ECCV 2022.
    • SAGA - Body Grasping with Contact, Wu et al. ECCV 2022.
    • GOAL - Body Motion for Hand-Object Grasping, Taheri et al. CVPR 2022.
    • GRAB - Body Human Grasping of Objects, Taheri et al. ECCV 2020.
    • FORCE - object Interaction, Zhang et al. 3DV 2025.
    • SyncDiff - Body Human-Object Interaction Synthesis, He et al. ArXiv 2024.
    • DiffGrasp - Body Grasping Synthesis Guided by Object Motion Using a Diffusion Model, Zhang et al. AAAI 2025.
    • PiMForce - Informed Muscular Force Learning for Robust Hand Pressure Estimation, Seo et al. NeurIPS 2024.
    • CHOICE - Object Interaction in Cluttered Environments for Pick-and-Place Actions, Lu et al. ArXiv 2024.
    • TriDi
    • InterTrack
    • FORCE - object Interaction, Zhang et al. 3DV 2025.
    • Phys-Fullbody-Grasp - Body Hand-Object Interaction Synthesis, Braun et al. 3DV 2024.
    • FAVOR - Body AR-driven Virtual Object Rearrangement Guided by Instruction Text, Li et al. AAAI 2024.
    • BEHAVE

  • Motion Generation, Text/Speech/Music-Driven

    • MotionCraft - Body Motion with Plug-and-Play Multimodal Controls, Bian et al. AAAI 2025.
    • AAMDM - regressive Motion Diffusion Model, Li et al. CVPR 2024.
    • LLaMo
    • OMG - vocabulary Motion Generation via Mixture of Controllers, Liang et al. CVPR 2024.
    • FlowMDM
    • Digital Life Project
    • STMC - Track Timeline Control for Text-Driven 3D Human Motion Generation, Petrovich et al. CVPR Workshop 2024.
    • InstructMotion - to-Motion Generation with Human Preference, Sheng et al. CVPR Workshop 2024.
    • Single Motion Diffusion
    • NeRM - Framerate Human Motion Synthesis, Wei et al. ICLR 2024.
    • PriorMDM
    • OmniControl
    • Adiya et al.
    • ReinDiffuse
    • InfiniDreamer
    • FTMoMamba
    • KinMo - aware Human Motion Understanding and Generation, Zhang et al. ArXiv 2024.
    • Mo et al.
    • HMDM
    • MotionDiffuse - Driven Human Motion Generation with Diffusion Model, Zhang et al. TPAMI 2023.
    • Bailando - Critic GPT with Choreographic Memory, Li et al. CVPR 2022.
    • UDE-2 - Part Human Motion Synthesis, Zhou et al. ArXiv 2023.
    • Motion Script
    • NeMF
    • PADL - Directed Physics-Based Character, Juravsky et al. SIGGRAPH Asia 2022.
    • Rhythmic Gesticulator - Aware Co-Speech Gesture Synthesis with Hierarchical Neural Embeddings, Ao et al. SIGGRAPH Asia 2022.
    • TEACH
    • Implicit Motion
    • Zhong et al. - Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis, Zhong et al. ECCV 2022.
    • MotionCLIP
    • PoseGPT
    • TEMOS
    • MVLift
    • DisCoRD
    • MoTe - Text Diffusion Model for Multiple Generation Tasks, Wue et al. ArXiv 2024.
    • MotionRL - to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning, Liu et al. ArXiv 2024.
    • UniMuMo
    • Wang et al
    • Unimotion
    • Macwan et al - Fidelity Worker Motion Simulation With Generative AI, Macwan et al. HFES 2024.
    • Jin et al. - Guided Motion Diffusion Model for Text-to-Motion Generation, Jin et al. ECCV 2024.
    • Motion Mamba
    • EMDM - Quality Human Motion Generation, Zhou et al. ECCV 2024.
    • CoMo
    • CoMusion
    • Shan et al. - Driven Synthesis of Multi-Person Motions, Shan et al. ECCV 2024.
    • ParCo - Coordinating Text-to-Motion Synthesis, Zou et al. ECCV 2024.
    • Sampieri et al. - Aware Motion Synthesis via Latent Diffusion, Sampieri et al. ECCV 2024.
    • ChroAccRet - Language Models, Fujiwara et al. ECCV 2024.
    • MHC - Modal Inputs, Liu et al. ECCV 2024.
    • ProMotion - vocabulary Text-to-Motion Generation, Liu et al. ECCV 2024.
    • FreeMotion - Free Human Motion Synthesis with Multimodal Large Language Models, Zhang et al. ECCV 2024.
    • Text Motion Translator - Directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions, Qian et al. ECCV 2024.
    • FreeMotion - free Text-to-Motion Synthesis, Fan et al. ECCV 2024.
    • Kinematic Phrases
    • ACTOR - Conditioned 3D Human Motion Synthesis with Transformer VAE, Petrovich et al. ICCV 2021.
    • AIST++
    • Starke et al. - contact character movements, Starke et al. SIGGRAPH 2020.
    • OOHMG - being: Open-vocabulary Text-to-Motion Generation with Wordless Training, Lin et al. CVPR 2023.
    • EDGE
    • AvatarCLIP - Shot Text-Driven Generation and Animation of 3D Avatars, Hong et al. SIGGRAPH 2022.
    • DeepPhase
    • AtoM - to-Motion Model at Event-Level with GPT-4Vision Reward, Han et al. ArXiv 2024.
    • LGTM - to-Global Text-Driven Human Motion Diffusion Models, Sun et al. SIGGRAPH 2024.
    • AMUSE - driven 3D Body Animation via Disentangled Latent Diffusion, Chhatre et al. CVPR 2024.
    • MAS - view Ancestral Sampling for 3D motion generation using 2D diffusion, Kapon et al. CVPR 2024.
    • WANDR - guided Human Motion Generation, Diomataris et al. CVPR 2024.
    • MoMask
    • ChapPose
    • MMM
    • AMD
    • PACER+ - Demand Pedestrian Animation Controller in Driving Scenarios, Wang et al. CVPR 2024.
    • MotionMix - Supervised Diffusion for Controllable Motion Generation, Hoang et al. AAAI 2024.
    • B2A-HDM - to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model, Xie et al. AAAI 2024.
    • GUESS - Driven Human Motion Generation, Gao et al. TPAMI 2024.
    • Xie et al.
    • MotionGPT
    • FineMoGen - Grained Spatio-Temporal Motion Generation and Editing, Zhang et al. NeurIPS 2023.
    • InsActor - driven Physics-based Characters, Ren et al. NeurIPS 2023.
    • AttT2M - Driven Human Motion Generation with Multi-Perspective Attention Mechanism, Zhong et al. ICCV 2023.
    • ReMoDiffusion - Augmented Motion Diffusion Model, Zhang et al. ICCV 2023.
    • BelFusion - Driven Human Motion Prediction, Barquero et al. ICCV 2023.
    • TLcontrol
    • ExpGest - Text Guidance, Cheng et al. ICME 2024.
    • Chen et al - Informed Vector Quantization Variational Auto-Encoder for Text-to-Motion Generation, Chen et al. ICME Workshop 2024.
    • HumanTOMATO - aligned Whole-body Motion Generation, Lu et al. ICML 2024.
    • CondMDI - betweening with Diffusion Models, Cohan et al. SIGGRAPH 2024.
    • Morph - free Physics Optimization Framework for Human Motion Generation, Li et al. ArXiv 2024.
    • Lodge++ - quality and Long Dance Generation with Vivid Choreography Patterns, Li et al. ArXiv 2024.
    • MotionCLR - free Editing via Understanding Attention Mechanisms, Chen et al. ArXiv 2024.
    • MotionGlot - Embodied Motion Generation Model, Harithas et al. ArXiv 2024.
    • LEAD
    • Leite et al. - to-Motion Models via Pose and Video Conditioned Editing, Leite et al. ArXiv 2024.
    • MotionChain
    • SMooDi
    • BAMM
    • MotionLCM - time Controllable Motion Generation via Latent Consistency Model, Dai et al. ECCV 2024.
    • Ren et al. - Diffusion Models, Ren et al. ECCV 2024.
    • M2D2M - Motion Generation from Text with Discrete Diffusion Models, Chi et al. ECCV 2024.
    • Large Motion Model - Modal Motion Generation, Zhang et al. ECCV 2024.
    • MoRAG - - Multi-Fusion Retrieval Augmented Generation for Human Motion, Shashank et al. ArXiv 2024.
    • synNsync
    • Dong et al - Conditioned 3D American Sign Language Motion Generation, Dong et al. EMNLP 2024.
    • SynTalker - Body Control in Prompt-Based Co-Speech Motion Generation, Chen et al. ACM MM 2024.
    • TEDi - Entangled Diffusion for Long-Term Motion Synthesis, Zhang et al. SIGGRAPH 2024.
    • A-MDM - Regressive Motion Diffusion Models, Shi et al. SIGGRAPH 2024.
    • ProgMoGen - set Motion Control Tasks, Liu et al. CVPR 2024.
    • Liu et al. - Speech Motion Generation, Liu et al. CVPR 2024.
    • SuperPADL - Directed Physics-Based Control with Progressive Supervised Distillation, Juravsky et al. SIGGRAPH 2024.
    • Duolando - Policy Reinforcement Learning for Dance Accompaniment, Li et al. ICLR 2024.
    • HuTuDiffusion - Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback, Han et al. AAAI 2024.
    • Text to blind motion
    • UniMTS - training for Motion Time Series, Zhang et al. NeurIPS 2024.
    • Christopher et al.
    • MoMu-Diffusion - Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence, You et al. NeurIPS 2024.
    • MoGenTS - Temporal Joint Modeling, Yuan et al. NeurIPS 2024.
    • M3GPT
    • Bikov et al - Tuning, Bikov et al. NeurIPS Workshop 2024.
    • GMD
    • SINC
    • Kong et al. - Centric Human Motion Generation in Discrete Latent Space, Kong et al. ICCV 2023.
    • FgT2M - T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model, Wang et al. ICCV 2023.
    • EMS - conditioned 3D Motion Synthesis with Elaborative Descriptions, Qian et al. ICCV 2023.
    • GenMM - based Motion Synthesis via Generative Motion Matching, Li et al. SIGGRAPH 2023.
    • GestureDiffuCLIP
    • BodyFormer - guided 3D Body Gesture Synthesis with Transformer, Pang et al. SIGGRAPH 2023.
    • AGroL
    • TALKSHOW
    • T2M-GPT - GPT: Generating Human Motion from Textual Descriptions with Discrete Representations, Zhang et al. CVPR 2023.
    • UDE
    • MoDi
    • MoFusion - Diffusion-based Motion Synthesis, Dabral et al. CVPR 2023.
    • HMD-NeMo - NeMo: Online 3D Avatar Motion Generation From Sparse Observations, Aliakbarian et al. ICCV 2023.
    • Alexanderson et al. - driven motion synthesis with diffusion models, Alexanderson et al. SIGGRAPH 2023.
    • AvatarGPT - in-One Framework for Motion Understanding, Planning, Generation and Beyond, Zhou et al. CVPR 2024.
    • GraphMotion - grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs, Jin et al. NeurIPS 2023.
    • TM2T
    • SemTalk - speech Motion Generation with Frame-level Semantic Emphasis, Zhang et al. ArXiv 2024.
    • InterDance
    • MotionLLM
    • DART - Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control, Zhao et al. ArXiv 2024.
    • CLoSD - task character control, Tevet et al. ArXiv 2024.
    • T2M-X - X: Learning Expressive Text-to-Motion Generation from Partially Annotated Data, Liu et al. ArXiv 2024.
    • Mandelli et al
    • BAD - regressive Diffusion for Text-to-Motion Generation, Hosseyni et al. ArXiv 2024.
    • FG-MDM - MDM: Towards Zero-Shot Human Motion Generation via ChatGPT-Refined Descriptions, ICPR 2024.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.
    • SoPo - to-Motion Generation Using Semi-Online Preference Optimization, Tan et al. ArXiv 2024.
    • RMD - free Retrieval-Augmented Motion Diffuse, Liao et al. ArXiv 2024.
    • BiPO - to-Motion Synthesis, Hong et al. ArXiv 2024.
    • CAMDM
    • MARDM - Driven Human Motion Generation, Meng et al. ArXiv 2024.
    • FG-MDM - MDM: Towards Zero-Shot Human Motion Generation via ChatGPT-Refined Descriptions, ICPR 2024.
    • L3EM - enriched Text-to-Motion Generation via LLM-guided Limb-level Emotion Manipulating. Yu et al. ACM MM 2024.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.
    • Mogo - Quality 3D Human Motion Generation, Fu et al. ArXiv 2024.
    • CoMA - modal Agents, Sun et al. ArXiv 2024.
    • StableMoFusion - based Motion Generation Framework, Huang et al. ACM MM 2024.
    • ScaMo
    • MotionGPT-2 - 2: A General-Purpose Motion-Language Model for Motion Generation and Understanding, Wang et al. ArXiv 2024.
    • Lodge++ - quality and Long Dance Generation with Vivid Choreography Patterns, Li et al. ArXiv 2024.
    • MotionCLR - free Editing via Understanding Attention Mechanisms, Chen et al. ArXiv 2024.
    • MotionGlot - Embodied Motion Generation Model, Harithas et al. ArXiv 2024.
    • LEAD
    • Leite et al. - to-Motion Models via Pose and Video Conditioned Editing, Leite et al. ArXiv 2024.
    • MotionRL - to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning, Liu et al. ArXiv 2024.
    • UniMuMo
    • EnergyMoGen - Based Diffusion Model in Latent Space, Zhang et al. ArXiv 2024.
    • Move in 2D - in-2D: 2D-Conditioned Human Motion Generation, Huang et al. ArXiv 2024.
    • Motion-2-to-3 - 2-to-3: Leveraging 2D Motion Data to Boost 3D Motion Generation, Pi et al. ArXiv 2024.
    • Light-T2M - T2M: A Lightweight and Fast Model for Text-to-motion Generation, Zeng et al. AAAI 2025.
    • Languate of Motion - verbal Language of 3D Human Motion, Chen et al. ArXiv 2024.
    • Meng et al - Driven Human Motion Generation, Meng et al. ArXiv 2024.
    • KinMo - aware Human Motion Understanding and Generation, Zhang et al. ArXiv 2024.
    • Morph - free Physics Optimization Framework for Human Motion Generation, Li et al. ArXiv 2024.
    • MotionLLM
    • DART - Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control, Zhao et al. ArXiv 2024.
    • CLoSD - task character control, Tevet et al. ArXiv 2024.
    • T2M-X - X: Learning Expressive Text-to-Motion Generation from Partially Annotated Data, Liu et al. ArXiv 2024.
    • MoRAG - - Multi-Fusion Retrieval Augmented Generation for Human Motion, Shashank et al. ArXiv 2024.
    • Mandelli et al
    • BAD - regressive Diffusion for Text-to-Motion Generation, Hosseyni et al. ArXiv 2024.
    • Text to blind motion
    • UniMTS - training for Motion Time Series, Zhang et al. NeurIPS 2024.
    • Christopher et al.
    • MoMu-Diffusion - Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence, You et al. NeurIPS 2024.
    • MoGenTS - Temporal Joint Modeling, Yuan et al. NeurIPS 2024.
    • M3GPT
    • Bikov et al - Tuning, Bikov et al. NeurIPS Workshop 2024.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.
    • ProgMoGen - set Motion Control Tasks, Liu et al. CVPR 2024.
    • AvatarGPT - in-One Framework for Motion Understanding, Planning, Generation and Beyond, Zhou et al. CVPR 2024.
    • EMAGE - Speech Gesture Generation via Expressive Masked Audio Gesture Modeling, Liu et al. CVPR 2024.
    • HMD-NeMo - NeMo: Online 3D Avatar Motion Generation From Sparse Observations, Aliakbarian et al. ICCV 2023.
    • Alexanderson et al. - driven motion synthesis with diffusion models, Alexanderson et al. SIGGRAPH 2023.
    • UDE
    • Everything2Motion
    • MotionGPT - Purpose Motion Generators, Zhang et al. AAAI 2024.
    • Dong et al - grained Motion Diffusion for Text-driven Human Motion Synthesis, Dong et al. AAAI 2024.
    • UNIMASKM
    • B2A-HDM - to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model, Xie et al. AAAI 2024.
    • GraphMotion - grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs, Jin et al. NeurIPS 2023.
    • MOJO

  • Motion Generation

    • KMM
    • LLaMo
    • MotionCraft - Body Motion with Plug-and-Play Multimodal Controls, Bian et al. ArXiv 2024.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.
    • DLow
    • MVLift
    • DisCoRD
    • MoTe - Text Diffusion Model for Multiple Generation Tasks, Wue et al. ArXiv 2024.
    • ReinDiffuse
    • TMR - to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis, Petrovich et al. ICCV 2023.
    • MAA - An-Animation: Large-Scale Text-conditional 3D Human Motion Generation, Azadi et al. ICCV 2023.
    • PhysDiff - Guided Human Motion Diffusion Model, Yuan et al. ICCV 2023.
    • InfiniDreamer
    • FTMoMamba
    • GPHLVM
    • KMM
    • FreeMotion - free Text-to-Motion Synthesis, Fan et al. ECCV 2024.
    • Kinematic Phrases
    • Wang et al
    • Unimotion
    • synNsync
    • PACER+ - Demand Pedestrian Animation Controller in Driving Scenarios, Wang et al. CVPR 2024.
    • AMUSE - driven 3D Body Animation via Disentangled Latent Diffusion, Chhatre et al. CVPR 2024.
    • MAS - view Ancestral Sampling for 3D motion generation using 2D diffusion, Kapon et al. CVPR 2024.
    • WANDR - guided Human Motion Generation, Diomataris et al. CVPR 2024.
    • MoMask
    • TEDi - Entangled Diffusion for Long-Term Motion Synthesis, Zhang et al. SIGGRAPH 2024.
    • A-MDM - Regressive Motion Diffusion Models, Shi et al. SIGGRAPH 2024.
    • AMD
    • MotionMix - Supervised Diffusion for Controllable Motion Generation, Hoang et al. AAAI 2024.
    • Dong et al - Conditioned 3D American Sign Language Motion Generation, Dong et al. EMNLP 2024.
    • SynTalker - Body Control in Prompt-Based Co-Speech Motion Generation, Chen et al. ACM MM 2024.
    • B2A-HDM - to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model, Xie et al. AAAI 2024.
    • GUESS - Driven Human Motion Generation, Gao et al. TPAMI 2024.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.
    • Macwan et al - Fidelity Worker Motion Simulation With Generative AI, Macwan et al. HFES 2024.
    • FreeMotion - Free Human Motion Synthesis with Multimodal Large Language Models, Zhang et al. ECCV 2024.
    • Text Motion Translator - Directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions, Qian et al. ECCV 2024.
    • Jin et al. - Guided Motion Diffusion Model for Text-to-Motion Generation, Jin et al. ECCV 2024.
    • Motion Mamba
    • EMDM - Quality Human Motion Generation, Zhou et al. ECCV 2024.
    • CoMo
    • CoMusion
    • Shan et al. - Driven Synthesis of Multi-Person Motions, Shan et al. ECCV 2024.
    • ParCo - Coordinating Text-to-Motion Synthesis, Zou et al. ECCV 2024.
    • Sampieri et al. - Aware Motion Synthesis via Latent Diffusion, Sampieri et al. ECCV 2024.
    • ChroAccRet - Language Models, Fujiwara et al. ECCV 2024.
    • MHC - Modal Inputs, Liu et al. ECCV 2024.
    • ProMotion - vocabulary Text-to-Motion Generation, Liu et al. ECCV 2024.
    • OOHMG - being: Open-vocabulary Text-to-Motion Generation with Wordless Training, Lin et al. CVPR 2023.
    • EDGE
    • Zhong et al. - Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis, Zhong et al. ECCV 2022.
    • MotionCLIP
    • PoseGPT
    • TEMOS
    • MotionChain
    • SMooDi
    • BAMM
    • MotionLCM - time Controllable Motion Generation via Latent Consistency Model, Dai et al. ECCV 2024.
    • Ren et al. - Diffusion Models, Ren et al. ECCV 2024.
    • M2D2M - Motion Generation from Text with Discrete Diffusion Models, Chi et al. ECCV 2024.
    • Large Motion Model - Modal Motion Generation, Zhang et al. ECCV 2024.
    • TesMo
    • TLcontrol
    • ExpGest - Text Guidance, Cheng et al. ICME 2024.
    • Chen et al - Informed Vector Quantization Variational Auto-Encoder for Text-to-Motion Generation, Chen et al. ICME Workshop 2024.
    • HumanTOMATO - aligned Whole-body Motion Generation, Lu et al. ICML 2024.
    • GPHLVM
    • CondMDI - betweening with Diffusion Models, Cohan et al. SIGGRAPH 2024.
    • LGTM - to-Global Text-Driven Human Motion Diffusion Models, Sun et al. SIGGRAPH 2024.
    • SuperPADL - Directed Physics-Based Control with Progressive Supervised Distillation, Juravsky et al. SIGGRAPH 2024.
    • SINC
    • Kong et al. - Centric Human Motion Generation in Discrete Latent Space, Kong et al. ICCV 2023.
    • FgT2M - T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model, Wang et al. ICCV 2023.
    • EMS - conditioned 3D Motion Synthesis with Elaborative Descriptions, Qian et al. ICCV 2023.
    • GenMM - based Motion Synthesis via Generative Motion Matching, Li et al. SIGGRAPH 2023.
    • GestureDiffuCLIP
    • BodyFormer - guided 3D Body Gesture Synthesis with Transformer, Pang et al. SIGGRAPH 2023.
    • AGroL
    • TALKSHOW
    • T2M-GPT - GPT: Generating Human Motion from Textual Descriptions with Discrete Representations, Zhang et al. CVPR 2023.
    • ChapPose
    • Duolando - Policy Reinforcement Learning for Dance Accompaniment, Li et al. ICLR 2024.
    • HuTuDiffusion - Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback, Han et al. AAAI 2024.
    • MMM
    • AAMDM - regressive Motion Diffusion Model, Li et al. CVPR 2024.
    • OMG - vocabulary Motion Generation via Mixture of Controllers, Liang et al. CVPR 2024.
    • FlowMDM
    • Digital Life Project
    • STMC - Track Timeline Control for Text-Driven 3D Human Motion Generation, Petrovich et al. CVPR Workshop 2024.
    • InstructMotion - to-Motion Generation with Human Preference, Sheng et al. CVPR Workshop 2024.
    • Single Motion Diffusion
    • NeRM - Framerate Human Motion Synthesis, Wei et al. ICLR 2024.
    • PriorMDM
    • OmniControl
    • Adiya et al.
    • Xie et al.
    • MotionGPT
    • FineMoGen - Grained Spatio-Temporal Motion Generation and Editing, Zhang et al. NeurIPS 2023.
    • InsActor - driven Physics-based Characters, Ren et al. NeurIPS 2023.
    • AttT2M - Driven Human Motion Generation with Multi-Perspective Attention Mechanism, Zhong et al. ICCV 2023.
    • TMR - to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis, Petrovich et al. ICCV 2023.
    • MAA - An-Animation: Large-Scale Text-conditional 3D Human Motion Generation, Azadi et al. ICCV 2023.
    • PhysDiff - Guided Human Motion Diffusion Model, Yuan et al. ICCV 2023.
    • ReMoDiffusion - Augmented Motion Diffusion Model, Zhang et al. ICCV 2023.
    • BelFusion - Driven Human Motion Prediction, Barquero et al. ICCV 2023.
    • GMD
    • MoDi
    • MoFusion - Diffusion-based Motion Synthesis, Dabral et al. CVPR 2023.
    • Mo et al.
    • HMDM
    • Bailando++
    • UDE-2 - Part Human Motion Synthesis, Zhou et al. ArXiv 2023.
    • Motion Script
    • NeMF
    • PADL - Directed Physics-Based Character, Juravsky et al. SIGGRAPH Asia 2022.
    • Rhythmic Gesticulator - Aware Co-Speech Gesture Synthesis with Hierarchical Neural Embeddings, Ao et al. SIGGRAPH Asia 2022.
    • TEACH
    • Implicit Motion
    • DeepPhase
    • ACTOR - Conditioned 3D Human Motion Synthesis with Transformer VAE, Petrovich et al. ICCV 2021.
    • AIST++
    • DLow
    • Starke et al. - contact character movements, Starke et al. SIGGRAPH 2020.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.
    • PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al. ICANN 2024.

  • Human-Scene Interaction

    • SIMS - Scene Interactions with Real World Script Planning, Wang et al. ArXiv 2024.
    • SAST - Person 3D Human Motion Forecasting with Scene Context, Mueller et al. ECCV 2024 Workshop.
    • DiMoP3D - responsive Diverse Human Motion Prediction, Lou et al. NeurIPS 2024.
    • Liu et al. - Scene Interaction via Space Occupancy, Liu et al. ECCV 2024.
    • Afford-Motion - guided Human Motion Generation with Scene Affordance, Wang et al. CVPR 2024.
    • GenZI - Shot 3D Human-Scene Interaction Generation, Li et al. CVPR 2024.
    • Cen et al.
    • TRUMANS - Scene Interaction Modeling, Jiang et al. CVPR 2024.
    • UniHSI - Scene Interaction via Prompted Chain-of-Contacts, Xiao et al. ICLR 2024.
    • DIMOS
    • LAMA - Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments, Lee et al. ICCV 2023.
    • TesMo
    • SIMS - Scene Interactions with Real World Script Planning, Wang et al. ArXiv 2024.
    • SAST - Person 3D Human Motion Forecasting with Scene Context, Mueller et al. ArXiv 2024.
    • DiMoP3D - responsive Diverse Human Motion Prediction, Lou et al. NeurIPS 2024.
    • Liu et al. - Scene Interaction via Space Occupancy, Liu et al. ECCV 2024.
    • Afford-Motion - guided Human Motion Generation with Scene Affordance, Wang et al. CVPR 2024.
    • GenZI - Shot 3D Human-Scene Interaction Generation, Li et al. CVPR 2024.
    • Cen et al.
    • TRUMANS - Scene Interaction Modeling, Jiang et al. CVPR 2024.
    • UniHSI - Scene Interaction via Prompted Chain-of-Contacts, Xiao et al. ICLR 2024.
    • DIMOS
    • LAMA - Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments, Lee et al. ICCV 2023.
    • Narrator - Scene Interaction Generation via Relationship Reasoning, Xuan et al. ICCV 2023.
    • CIMI4D - scene Interactions, Yan et al. CVPR 2023.
    • Scene-Ego - aware Egocentric 3D Human Pose Estimation, Wang et al. CVPR 2023.
    • SLOPER4D - Aware Dataset for Global 4D Human Pose Estimation in Urban Environments, Dai et al. CVPR 2023.
    • CIRCLE
    • SceneDiffuser - based Generation, Optimization, and Planning in 3D Scenes, Huang et al. CVPR 2023.
    • PMP - wise Motion Priors, Bae et al. SIGGRAPH 2023.
    • Hassan et al. - Scene Interactions, Hassan et al. SIGGRAPH 2023.
    • Mao et al. - aware Human Motion Forecasting, Mao et al. NeurIPS 2022.
    • HUMANISE - conditioned Human Motion Generation in 3D Scenes, Wang et al. NeurIPS 2022.
    • EmbodiedPose - aware Human Pose Estimation, Luo et al. NeurIPS 2022.
    • GIMO - Informed Human Motion Prediction in Context, Zheng et al. ECCV 2022.
    • Wang et al. - aware 3D Human Motion Synthesis, Wang et al. CVPR 2022.
    • GAMMA
    • SAMP - Aware Motion Prediction, Hassan et al, ICCV 2021.
    • PLACE
    • PSI
    • NSM - Scene Interactions, Starke et al. SIGGRAPH Asia 2019.
    • PROX
    • ZeroHSI - Shot 4D Human-Scene Interaction by Video Generation, Li et al. ArXiv 2024.
    • Mimicking-Bench - Bench: A Benchmark for Generalizable Humanoid-Scene Interaction Learning via Human Mimicking, Liu et al. ArXiv 2024.
    • SCENIC - aware Semantic Navigation with Instruction-guided Control, Zhang et al. ArXiv 2024.
    • Diffusion Implicit Policy - aware Motion synthesis, Gong et al. ArXiv 2024.
    • LaserHuman - guided Scene-aware Human Motion Generation in Free Environment, Cong et al. ArXiv 2024.
    • LINGO - Scene Interaction Synthesis from Text Instruction, Jiang et al. SIGGRAPH Asia 2024.
    • InterScene
    • Narrator - Scene Interaction Generation via Relationship Reasoning, Xuan et al. ICCV 2023.
    • Sitcom-Crafter - Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes, Chen et al. ArXiv 2024.
    • Paschalidis et al - body Grasp Synthesis with Directional Controllability, Paschalidis et al. ArXiv 2024.
    • EnvPoser - aware Realistic Human Motion Estimation from Sparse Observations with Uncertainty Modeling. Xia et al. ArXiv 2024.
    • Kang et al - Based Characters, Kang et al. Eurographics 2024.
    • Purposer
    • Mir et al

  • Motion Stylization

  • Motion Editing

  • Datasets & Benchmarks

    • Nymeria
    • Inter-X - X: Towards Versatile Human-Human Interaction Analysis, Xu et al. CVPR 2024.
    • HardMo - Scale Hardcase Dataset for Motion Capture, Liao et al. CVPR 2024.
    • RELI11D
    • GroundLink
    • HOH - Object-Human Handover Dataset with Large Object Count, Wiederhold et al. NeurIPS D&B 2023.
    • AtoM - to-Motion Model at Event-Level with GPT-4Vision Reward, Han et al. ArXiv 2024.
    • Evans et al
    • MotionCritic
    • EMHI - Worn IMUs, Fan et al. ArXiv 2024.
    • EgoSim - view Simulator for Body-worn Cameras during Human Motion, Hollidt et al. NeurIPS D&B 2024.
    • Muscles in Time
    • Text to blind motion
    • MotionBank - scale Video Motion Benchmark with Disentangled Rule-based Annotations, Xu et al. ArXiv 2024.
    • AddBiomechanics
    • LiveHPS++
    • SignAvatars - scale 3D Sign Language Holistic Motion Dataset and Benchmark, Yu et al. ECCV 2024.
    • Motion-X - X: A Large-scale 3D Expressive Whole-body Human Motion Dataset, Lin et al. NeurIPS D&B 2023.
    • Humans in Kitchens - Person Human Motion Forecasting with Scene Context, Tanke et al. NeurIPS D&B 2023.

  • Human-Human Interaction

    • InterMask
    • InterControl
    • ReMoS - Conditioned Reaction Synthesis for Two-Person Interactions, Ghosh et al. ECCV 2024.
    • ReGenNet - Reaction Synthesis, Xu et al. CVPR 2024.
    • Fang et al. - Person Motions with Reaction Priors, Fan et al. CVPR 2024.
    • in2IN - Ponce et al. CVPR Workshop 2024.
    • InterGen - based Multi-human Motion Generation under Complex Interactions, Liang et al. IJCV 2024.
    • ActFormer - based Transformer towards General Action-Conditioned 3D Human Motion Generation, Xu et al. ICCV 2023.
    • Tanaka et al. - aware Interaction Generation from Textual Description, Tanaka et al. ICCV 2023.
    • Hi4D

  • Reviews & Surveys

Programming Languages
Python 71 HTML 38 JavaScript 28 C++ 2 C# 1
Categories
Motion Generation, Text/Speech/Music-Driven 203 Motion Generation 126 Human-Object Interaction 75 Human-Scene Interaction 56 Datasets & Benchmarks 19 Human-Human Interaction 10 Motion Stylization 10 Motion Editing 8 Reviews & Surveys 2
Sub Categories
Keywords
motion-generation 16 aigc 8 human-motion-generation 7 diffusion 6 text-to-motion 6 gpt 5 deep-learning 5 diffusion-models 5 motion-prediction 4 cvpr2024 4 generative-model 4 human-motion-prediction 4 human-scene-interaction 3 human-human-interaction 3 motion 3 motion-synthesis 2 part-coordination 2 transformer 2 belfusion 2 ddim 2 ddpm 2 generative-models 2 iccv2023 2 latent-diffusion 2 object-pose 2 human-object-interaction 2 generative-ai 2 6d 2 3d-human-pose 2 human-motion-extrapolation 2 human-motion-composition 2 human-motion 2 cvpr 2 generation 2 human-interaction-generation 2 neurips-2023 2 graph-networks 2 vq-vae 2 text2motion 2 pytorch 2 pose-prediction 2 pose-forecasting 2 motion-forecasting 2 ldm 2 computer-vision 2 human-pose-estimation 1 physics-simulation 1 pose-estimation 1 human-reaction-generation 1 interaction-order 1