Uncategorized

• InterDreamer - Shot Text to 3D Dynamic Human-Object Interaction, Xu et al.
• CHOIS - Object Interaction Synthesis, Li et al.
• MotionCraft - Body Motion with Plug-and-Play Multimodal Controls, Bian et al.
• AAMDM - regressive Motion Diffusion Model, Li et al.
• LLaMo
• OMG - vocabulary Motion Generation via Mixture of Controllers, Liang et al.
• FlowMDM
• Digital Life Project
• STMC - Track Timeline Control for Text-Driven 3D Human Motion Generation, Petrovich et al.
• InstructMotion - to-Motion Generation with Human Preference, Sheng et al.
• Single Motion Diffusion
• PriorMDM
• MobileH2R
• ReinDiffuse
• InfiniDreamer
• FTMoMamba
• KinMo - aware Human Motion Understanding and Generation, Zhang et al.
• Mo et al.
• HMDM
• MotionDiffuse - Driven Human Motion Generation with Diffusion Model, Zhang et al.
• MVLift
• DisCoRD
• MoTe - Text Diffusion Model for Multiple Generation Tasks, Wue et al.
• Unimotion
• ARCTIC - Object Manipulation, Fan et al.
• TOCH - Temporal Object-to-Hand Correspondence for Motion Refinement, Zhou et al.
• COUCH - Chair Interactions, Zhang et al.
• SAGA - Body Grasping with Contact, Wu et al.
• GOAL - Body Motion for Hand-Object Grasping, Taheri et al.
• GRAB - Body Human Grasping of Objects, Taheri et al.
• CHAIRS - Body Articulated Human-Object Interaction, Jiang et al.
• InterDiff - Object Interactions with Physics-Informed Diffusion, Xu et al.
• Object Pop Up - up: Can we infer 3D objects and their poses from human interactions alone? Petrov et al.
• GenMoStyle
• SMGDiff
• MCM-LDM - condition Motion Latent Diffusion Model, Song et al.
• MoST
• OOHMG - being: Open-vocabulary Text-to-Motion Generation with Wordless Training, Lin et al.
• OOD-HOI - HOI: Text-Driven 3D Whole-Body Human-Object Interactions Generation Beyond Training Domains, Zhang et al.
• COLLAGE - Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models, Daiya et al.
• SkillMimic
• CORE4D - Object-Human Interaction Dataset for Collaborative Object REarrangement, Zhang et al.
• Wu et al - Object Interaction from Human-Level Instructions, Wu et al.
• HumanVLA - Language Directed Object Rearrangement by Physical Humanoid, Xu et al.
• OmniGrasp
• EgoChoir - Object Interaction Regions from Egocentric Views, Yang et al.
• CooHOI - Object Interaction with Manipulated Object Dynamics, Gao et al.
• InterFusion - Driven Generation of 3D Human-Object Interaction, Dai et al.
• F-HOI - HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions, Yang et al.
• AtoM - to-Motion Model at Event-Level with GPT-4Vision Reward, Han et al.
• PACER+ - Demand Pedestrian Animation Controller in Driving Scenarios, Wang et al.
• TesMo
• TLcontrol
• ExpGest - Text Guidance, Cheng et al.
• Chen et al - Informed Vector Quantization Variational Auto-Encoder for Text-to-Motion Generation, Chen et al.
• HumanTOMATO - aligned Whole-body Motion Generation, Lu et al.
• CondMDI - betweening with Diffusion Models, Cohan et al.
• Morph - free Physics Optimization Framework for Human Motion Generation, Li et al.
• Lodge++ - quality and Long Dance Generation with Vivid Choreography Patterns, Li et al.
• MotionCLR - free Editing via Understanding Attention Mechanisms, Chen et al.
• MotionGlot - Embodied Motion Generation Model, Harithas et al.
• LEAD
• Leite et al. - to-Motion Models via Pose and Video Conditioned Editing, Leite et al.
• FreeMotion - free Text-to-Motion Synthesis, Fan et al.
• Kinematic Phrases
• MotionChain
• SMooDi
• BAMM
• MotionLCM - time Controllable Motion Generation via Latent Consistency Model, Dai et al.
• Ren et al. - Diffusion Models, Ren et al.
• M2D2M - Motion Generation from Text with Discrete Diffusion Models, Chi et al.
• Large Motion Model - Modal Motion Generation, Zhang et al.
• MoRAG - - Multi-Fusion Retrieval Augmented Generation for Human Motion, Shashank et al.
• synNsync
• Dong et al - Conditioned 3D American Sign Language Motion Generation, Dong et al.
• SynTalker - Body Control in Prompt-Based Co-Speech Motion Generation, Chen et al.
• TEDi - Entangled Diffusion for Long-Term Motion Synthesis, Zhang et al.
• A-MDM - Regressive Motion Diffusion Models, Shi et al.
• ProgMoGen - set Motion Control Tasks, Liu et al.
• AMUSE - driven 3D Body Animation via Disentangled Latent Diffusion, Chhatre et al.
• Liu et al. - Speech Motion Generation, Liu et al.
• MAS - view Ancestral Sampling for 3D motion generation using 2D diffusion, Kapon et al.
• WANDR - guided Human Motion Generation, Diomataris et al.
• MoMask
• SuperPADL - Directed Physics-Based Control with Progressive Supervised Distillation, Juravsky et al.
• Duolando - Policy Reinforcement Learning for Dance Accompaniment, Li et al.
• HuTuDiffusion - Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback, Han et al.
• AMD
• MotionMix - Supervised Diffusion for Controllable Motion Generation, Hoang et al.
• Text to blind motion
• UniMTS - training for Motion Time Series, Zhang et al.
• Christopher et al.
• MoMu-Diffusion - Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence, You et al.
• MoGenTS - Temporal Joint Modeling, Yuan et al.
• M3GPT
• Bikov et al - Tuning, Bikov et al.
• B2A-HDM - to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model, Xie et al.
• GUESS - Driven Human Motion Generation, Gao et al.
• Macwan et al - Fidelity Worker Motion Simulation With Generative AI, Macwan et al.
• FreeMotion - Free Human Motion Synthesis with Multimodal Large Language Models, Zhang et al.
• Text Motion Translator - Directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions, Qian et al.
• GMD
• SINC
• Kong et al. - Centric Human Motion Generation in Discrete Latent Space, Kong et al.
• Jin et al. - Guided Motion Diffusion Model for Text-to-Motion Generation, Jin et al.
• Motion Mamba
• EMDM - Quality Human Motion Generation, Zhou et al.
• CoMo
• CoMusion
• Shan et al. - Driven Synthesis of Multi-Person Motions, Shan et al.
• ParCo - Coordinating Text-to-Motion Synthesis, Zou et al.
• Sampieri et al. - Aware Motion Synthesis via Latent Diffusion, Sampieri et al.
• ChroAccRet - Language Models, Fujiwara et al.
• MHC - Modal Inputs, Liu et al.
• ProMotion - vocabulary Text-to-Motion Generation, Liu et al.
• GestureDiffuCLIP
• EDGE
• Zhong et al. - Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis, Zhong et al.
• MotionCLIP
• LGTM - to-Global Text-Driven Human Motion Diffusion Models, Sun et al.
• HMD-NeMo - NeMo: Online 3D Avatar Motion Generation From Sparse Observations, Aliakbarian et al.
• FgT2M - T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model, Wang et al.
• EMS - conditioned 3D Motion Synthesis with Elaborative Descriptions, Qian et al.
• GenMM - based Motion Synthesis via Generative Motion Matching, Li et al.
• BodyFormer - guided 3D Body Gesture Synthesis with Transformer, Pang et al.
• Alexanderson et al. - driven motion synthesis with diffusion models, Alexanderson et al.
• AGroL
• TALKSHOW
• T2M-GPT - GPT: Generating Human Motion from Textual Descriptions with Discrete Representations, Zhang et al.
• ChapPose
• AvatarGPT - in-One Framework for Motion Understanding, Planning, Generation and Beyond, Zhou et al.
• MMM
• NeRM - Framerate Human Motion Synthesis, Wei et al.
• OmniControl
• Adiya et al.
• Xie et al.
• GraphMotion - grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs, Jin et al.
• MotionGPT
• FineMoGen - Grained Spatio-Temporal Motion Generation and Editing, Zhang et al.
• InsActor - driven Physics-based Characters, Ren et al.
• AttT2M - Driven Human Motion Generation with Multi-Perspective Attention Mechanism, Zhong et al.
• MoDi
• MoFusion - Diffusion-based Motion Synthesis, Dabral et al.
• Motion Script
• Rhythmic Gesticulator - Aware Co-Speech Gesture Synthesis with Hierarchical Neural Embeddings, Ao et al.
• TEACH
• Implicit Motion
• TM2T
• DeepPhase
• MotionFix - Driven 3D Human Motion Editing, Athanasiou et al.
• CigTime
• HUMOS
• PhysicsPingPong - based Table Tennis Animation, Wang et al.
• HOI Animator - prompt Human-object Animations using Novel Perceptive Diffusion Models, Son et al.
• InterCap
• OMOMO
• SIMS - Scene Interactions with Real World Script Planning, Wang et al.
• DiMoP3D - responsive Diverse Human Motion Prediction, Lou et al.
• GenZI - Shot 3D Human-Scene Interaction Generation, Li et al.
• DIMOS
• InterDance
• MotionLLM
• FORCE - object Interaction, Zhang et al.
• ZeroHSI - Shot 4D Human-Scene Interaction by Video Generation, Li et al.
• Mimicking-Bench - Bench: A Benchmark for Generalizable Humanoid-Scene Interaction Learning via Human Mimicking, Liu et al.
• SCENIC - aware Semantic Navigation with Instruction-guided Control, Zhang et al.
• Gu et al
• Motion-Agent - Agent: A Conversational Framework for Human Motion Generation with LLMs, Wu et al.
• SoPo - to-Motion Generation Using Semi-Online Preference Optimization, Tan et al.
• RMD - free Retrieval-Augmented Motion Diffuse, Liao et al.
• BiPO - to-Motion Synthesis, Hong et al.
• CAMDM
• D-LORD - LORD for Motion Stylization, Gupta et al.
• Diffusion Implicit Policy - aware Motion synthesis, Gong et al.
• LaserHuman - guided Scene-aware Human Motion Generation in Free Environment, Cong et al.
• LINGO - Scene Interaction Synthesis from Text Instruction, Jiang et al.
• InterScene
• SyncDiff - Body Human-Object Interaction Synthesis, He et al.
• MARDM - Driven Human Motion Generation, Meng et al.
• L3EM - enriched Text-to-Motion Generation via LLM-guided Limb-level Emotion Manipulating. Yu et al.
• DiffGrasp - Body Grasping Synthesis Guided by Object Motion Using a Diffusion Model, Zhang et al.
• Starke et al. - contact character movements, Starke et al.
• MotionFix - Driven 3D Human Motion Editing, Athanasiou et al.
• CigTime
• DART - Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control, Zhao et al.
• MotionRL - to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning, Liu et al.
• UniMuMo
• CLoSD - task character control, Tevet et al.
• Wang et al
• T2M-X - X: Learning Expressive Text-to-Motion Generation from Partially Annotated Data, Liu et al.
• Mandelli et al
• BAD - regressive Diffusion for Text-to-Motion Generation, Hosseyni et al.
• FG-MDM - MDM: Towards Zero-Shot Human Motion Generation via ChatGPT-Refined Descriptions, Shi et al.
• PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al.
• Macwan et al - Fidelity Worker Motion Simulation With Generative AI, Macwan et al.
• Jin et al. - Guided Motion Diffusion Model for Text-to-Motion Generation, Jin et al.
• Motion Mamba
• EMDM - Quality Human Motion Generation, Zhou et al.
• CoMo
• CoMusion
• Shan et al. - Driven Synthesis of Multi-Person Motions, Shan et al.
• ParCo - Coordinating Text-to-Motion Synthesis, Zou et al.
• Sampieri et al. - Aware Motion Synthesis via Latent Diffusion, Sampieri et al.
• ChroAccRet - Language Models, Fujiwara et al.
• MHC - Modal Inputs, Liu et al.
• ProMotion - vocabulary Text-to-Motion Generation, Liu et al.
• FreeMotion - Free Human Motion Synthesis with Multimodal Large Language Models, Zhang et al.
• Text Motion Translator - Directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions, Qian et al.
• FreeMotion - free Text-to-Motion Synthesis, Fan et al.
• Kinematic Phrases
• LGTM - to-Global Text-Driven Human Motion Diffusion Models, Sun et al.
• AMUSE - driven 3D Body Animation via Disentangled Latent Diffusion, Chhatre et al.
• MAS - view Ancestral Sampling for 3D motion generation using 2D diffusion, Kapon et al.
• WANDR - guided Human Motion Generation, Diomataris et al.
• MoMask
• ChapPose
• MMM
• NeRM - Framerate Human Motion Synthesis, Wei et al.
• OmniControl
• Adiya et al.
• AMD
• MotionMix - Supervised Diffusion for Controllable Motion Generation, Hoang et al.
• B2A-HDM - to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model, Xie et al.
• GUESS - Driven Human Motion Generation, Gao et al.
• Xie et al.
• MotionGPT
• FineMoGen - Grained Spatio-Temporal Motion Generation and Editing, Zhang et al.
• InsActor - driven Physics-based Characters, Ren et al.
• AttT2M - Driven Human Motion Generation with Multi-Perspective Attention Mechanism, Zhong et al.
• TMR - to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis, Petrovich et al.
• ReMoDiffusion - Augmented Motion Diffusion Model, Zhang et al.
• BelFusion - Driven Human Motion Prediction, Barquero et al.
• FgT2M - T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model, Wang et al.
• EMS - conditioned 3D Motion Synthesis with Elaborative Descriptions, Qian et al.
• GenMM - based Motion Synthesis via Generative Motion Matching, Li et al.
• BodyFormer - guided 3D Body Gesture Synthesis with Transformer, Pang et al.
• MoDi
• MoFusion - Diffusion-based Motion Synthesis, Dabral et al.
• AGroL
• TALKSHOW
• T2M-GPT - GPT: Generating Human Motion from Textual Descriptions with Discrete Representations, Zhang et al.
• UDE
• EDGE
• Bailando - Critic GPT with Choreographic Memory, Li et al.
• UDE-2 - Part Human Motion Synthesis, Zhou et al.
• Motion Script
• NeMF
• PADL - Directed Physics-Based Character, Juravsky et al.
• Rhythmic Gesticulator - Aware Co-Speech Gesture Synthesis with Hierarchical Neural Embeddings, Ao et al.
• TEACH
• Implicit Motion
• Zhong et al. - Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis, Zhong et al.
• MotionCLIP
• PoseGPT
• TEMOS
• AvatarCLIP - Shot Text-Driven Generation and Animation of 3D Avatars, Hong et al.
• DeepPhase
• ACTOR - Conditioned 3D Human Motion Synthesis with Transformer VAE, Petrovich et al.
• AIST++
• Starke et al.
• SIMS - Scene Interactions with Real World Script Planning, Wang et al.
• DiMoP3D - responsive Diverse Human Motion Prediction, Lou et al.
• Liu et al. - Scene Interaction via Space Occupancy, Liu et al.
• SAST - Person 3D Human Motion Forecasting with Scene Context, Mueller et al.
• Afford-Motion - guided Human Motion Generation with Scene Affordance, Wang et al.
• GenZI - Shot 3D Human-Scene Interaction Generation, Li et al.
• Cen et al.
• TRUMANS - Scene Interaction Modeling, Jiang et al.
• UniHSI - Scene Interaction via Prompted Chain-of-Contacts, Xiao et al.
• DIMOS
• OOD-HOI - HOI: Text-Driven 3D Whole-Body Human-Object Interactions Generation Beyond Training Domains, Zhang et al.
• Iterative Motion Editing
• DNO
• HUMOS
• SMEAR - direction, Basset et al.
• COLLAGE - Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models, Daiya et al.
• SkillMimic
• CORE4D - Object-Human Interaction Dataset for Collaborative Object REarrangement, Zhang et al.
• Wu et al - Object Interaction from Human-Level Instructions, Wu et al.
• HumanVLA - Language Directed Object Rearrangement by Physical Humanoid, Xu et al.
• OmniGrasp
• EgoChoir - Object Interaction Regions from Egocentric Views, Yang et al.
• CooHOI - Object Interaction with Manipulated Object Dynamics, Gao et al.
• InterFusion - Driven Generation of 3D Human-Object Interaction, Dai et al.
• F-HOI - HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions, Yang et al.
• HIMO - Body Human Interacting with Multiple Objects, Lv et al.
• PhysicsPingPong - based Table Tennis Animation, Wang et al.
• NIFTY
• HOI Animator - prompt Human-object Animations using Novel Perceptive Diffusion Models, Son et al.
• InterCap
• LAMA - Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments, Lee et al.
• Mogo - Quality 3D Human Motion Generation, Fu et al.
• CoMA - modal Agents, Sun et al.
• StableMoFusion - based Motion Generation Framework, Huang et al.
• PiMForce - Informed Muscular Force Learning for Robust Hand Pressure Estimation, Seo et al.
• CHOICE - Object Interaction in Cluttered Environments for Pick-and-Place Actions, Lu et al.
• TriDi
• Zhao et al
• Zhu et al
• ScaMo
• MotionGPT-2 - 2: A General-Purpose Motion-Language Model for Motion Generation and Understanding, Wang et al.
• EnergyMoGen - Based Diffusion Model in Latent Space, Zhang et al.
• Move in 2D - in-2D: 2D-Conditioned Human Motion Generation, Huang et al.
• Motion-2-to-3 - 2-to-3: Leveraging 2D Motion Data to Boost 3D Motion Generation, Pi et al.
• Light-T2M - T2M: A Lightweight and Fast Model for Text-to-motion Generation, Zeng et al.
• Languate of Motion - verbal Language of 3D Human Motion, Chen et al.
• EMAGE - Speech Gesture Generation via Expressive Masked Audio Gesture Modeling, Liu et al.
• Everything2Motion
• MotionGPT - Purpose Motion Generators, Zhang et al.
• Dong et al - grained Motion Diffusion for Text-driven Human Motion Synthesis, Dong et al.
• UNIMASKM
• B2A-HDM - to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model, Xie et al.
• MOJO
• MulSMo
• InterTrack
• Phys-Fullbody-Grasp - Body Hand-Object Interaction Synthesis, Braun et al.
• FAVOR - Body AR-driven Virtual Object Rearrangement Guided by Instruction Text, Li et al.
• BEHAVE
• Sitcom-Crafter - Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes, Chen et al.
• Paschalidis et al - body Grasp Synthesis with Directional Controllability, Paschalidis et al.
• EnvPoser - aware Realistic Human Motion Estimation from Sparse Observations with Uncertainty Modeling. Xia et al.
• Kang et al - Based Characters, Kang et al.
• Purposer
• Mir et al
• LS-GAN - GAN: HumanMotion Synthesis with Latent-space GANs, Amballa et al.
• FlexMotion - Aware, and Controllable Human Motion Generation, Tashakori et al.
• PackDiT
• Wang et al
• FG-MDM - MDM: Towards Zero-Shot Human Motion Generation via ChatGPT-Refined Descriptions, Shi et al.
• PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al.
• ReMoDiffusion - Augmented Motion Diffusion Model, Zhang et al.
• BelFusion - Driven Human Motion Prediction, Barquero et al.
• UDE-2 - Part Human Motion Synthesis, Zhou et al.
• NeMF
• PADL - Directed Physics-Based Character, Juravsky et al.
• PoseGPT
• TEMOS
• Bailando - Critic GPT with Choreographic Memory, Li et al.
• ACTOR - Conditioned 3D Human Motion Synthesis with Transformer VAE, Petrovich et al.
• AIST++
• Starke et al. - contact character movements, Starke et al.
• Iterative Motion Editing
• DNO
• HIMO - Body Human Interacting with Multiple Objects, Lv et al.
• NIFTY
• Liu et al. - Scene Interaction via Space Occupancy, Liu et al.
• SAST - Person 3D Human Motion Forecasting with Scene Context, Mueller et al.
• Afford-Motion - guided Human Motion Generation with Scene Affordance, Wang et al.
• Cen et al.
• TRUMANS - Scene Interaction Modeling, Jiang et al.
• UniHSI - Scene Interaction via Prompted Chain-of-Contacts, Xiao et al.
• LAMA - Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments, Lee et al.
• Lyu et al - Language Understanding via Sparse Interpretable Characterization, Lyu et al.
• MotionLab - Condition-Motion Paradigm, Guo et al.
• CASIM
• MotionPCM - Time Motion Synthesis with Phased Consistency Model, Jiang et al.
• GestureLSM - Speech Gesture Generation with Spatial-Temporal Modeling, Liu et al.
• Free-T2M - T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss, Chen et al.
• ALERT-Motion - Enhanced Adversarial Attack for Text-to-Motion, Miao et al.
• HGM³
• FG-MDM - MDM: Towards Zero-Shot Human Motion Generation via ChatGPT-Refined Descriptions, Shi et al.
• SATO - to-Motion Framework, Chen et al.
• PIDM - Aware Interaction Diffusion Model for Gesture Generation, Shibasaki et al.
• LaMP - Motion Pretraining for Motion Generation, Retrieval, and Captioning, Li et al.
• MotionDreamer - to-Many Motion Synthesis with Localized Generative Masked Transformer, Wang et al.