| Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation | Mar 24, 2025 | Motion GenerationPortrait Animation | —Unverified | 0 |
| PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning | Mar 21, 2025 | Action GenerationMotion Generation | —Unverified | 0 |
| TamedPUMA: safe and stable imitation learning with geometric fabrics | Mar 21, 2025 | Collision AvoidanceImitation Learning | —Unverified | 0 |
| GenM^3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation | Mar 19, 2025 | Large Language ModelMotion Generation | —Unverified | 0 |
| MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space | Mar 19, 2025 | Motion Generation | —Unverified | 0 |
| Less is More: Improving Motion Diffusion Models with Sparse Keyframes | Mar 18, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| Motion Synthesis with Sparse and Flexible Keyjoint Control | Mar 18, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| 3D Human Interaction Generation: A Survey | Mar 17, 2025 | Human-Object Interaction DetectionMotion Generation | —Unverified | 0 |
| Progressive Human Motion Generation Based on Text and Few Motion Frames | Mar 17, 2025 | Motion Generation | CodeCode Available | 0 |
| Versatile Physics-based Character Control with Hybrid Latent Representation | Mar 17, 2025 | Motion Generationmotion in-betweening | —Unverified | 0 |
| Cross-Modal Diffusion for Biomechanical Dynamical Systems Through Local Manifold Alignment | Mar 15, 2025 | Motion Generation | —Unverified | 0 |
| Diffuse-CLoC: Guided Diffusion for Physics-based Character Look-ahead Control | Mar 14, 2025 | Action GenerationMotion Generation | —Unverified | 0 |
| ACMo: Attribute Controllable Motion Generation | Mar 14, 2025 | AttributeMotion Generation | —Unverified | 0 |
| Navigating Motion Agents in Dynamic and Cluttered Environments through LLM Reasoning | Mar 10, 2025 | Autonomous NavigationMotion Generation | —Unverified | 0 |
| Multi-granular body modeling with Redundancy-Free Spatiotemporal Fusion for Text-Driven Motion Generation | Mar 10, 2025 | MambaMotion Generation | —Unverified | 0 |
| PersonaBooth: Personalized Text-to-Motion Generation | Mar 10, 2025 | Contrastive LearningMotion Generation | —Unverified | 0 |
| BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis | Mar 8, 2025 | Electromyography (EMG)Motion Generation | —Unverified | 0 |
| Unlocking Pretrained LLMs for Motion-Related Multimodal Generation: A Fine-Tuning Approach to Unify Diffusion and Next-Token Prediction | Mar 8, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| StickMotion: Generating 3D Human Motions by Drawing a Stickman | Mar 5, 2025 | Motion Generation | —Unverified | 0 |
| Controllable Motion Generation via Diffusion Modal Coupling | Mar 4, 2025 | DenoisingDiversity | CodeCode Available | 0 |
| SemGeoMo: Dynamic Contextual Human Motion Generation with Semantic and Geometric Guidance | Mar 3, 2025 | Motion Generation | —Unverified | 0 |
| FRMD: Fast Robot Motion Diffusion with Consistency-Distilled Movement Primitives for Smooth Action Generation | Mar 3, 2025 | Action GenerationDenoising | —Unverified | 0 |
| Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis | Mar 1, 2025 | DiversityMotion Generation | —Unverified | 0 |
| MaskPlanner: Learning-Based Object-Centric Motion Generation from 3D Point Clouds | Feb 26, 2025 | Motion Generation | —Unverified | 0 |
| Human Motion Prediction, Reconstruction, and Generation | Feb 21, 2025 | Human motion predictionHuman-Object Interaction Detection | —Unverified | 0 |
| Humanoid-VLA: Towards Universal Humanoid Control with Visual Integration | Feb 20, 2025 | Data AugmentationHumanoid Control | —Unverified | 0 |
| ModSkill: Physical Character Skill Modularization | Feb 19, 2025 | Imitation LearningMotion Generation | —Unverified | 0 |
| Leader and Follower: Interactive Motion Generation under Trajectory Constraints | Feb 17, 2025 | Motion Generation | —Unverified | 0 |
| Articulate That Object Part (ATOP): 3D Part Articulation from Text and Motion Personalization | Feb 11, 2025 | Image GenerationMotion Generation | —Unverified | 0 |
| Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics | Feb 5, 2025 | 3D ReconstructionImage to 3D | —Unverified | 0 |
| MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent | Feb 5, 2025 | Image to Video GenerationMotion Generation | —Unverified | 0 |
| CASIM: Composite Aware Semantic Injection for Text to Motion Generation | Feb 4, 2025 | Motion Generation | —Unverified | 0 |
| MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm | Feb 4, 2025 | Motion GenerationMulti-Task Learning | —Unverified | 0 |
| VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models | Feb 4, 2025 | Motion Generationmotion prediction | —Unverified | 0 |
| OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models | Feb 3, 2025 | Human AnimationHuman-Object Interaction Detection | —Unverified | 0 |
| Strong and Controllable 3D Motion Generation | Jan 30, 2025 | Motion GenerationRobot Manipulation | —Unverified | 0 |
| FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation | Jan 28, 2025 | Computational EfficiencyDecoder | —Unverified | 0 |
| PackDiT: Joint Human Motion and Text Generation via Mutual Prompting | Jan 27, 2025 | Motion Generationmotion prediction | —Unverified | 0 |
| KETA: Kinematic-Phrases-Enhanced Text-to-Motion Generation via Fine-grained Alignment | Jan 25, 2025 | Motion GenerationMotion Synthesis | CodeCode Available | 0 |
| Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbols | Jan 23, 2025 | Motion GenerationText Generation | —Unverified | 0 |
| IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models | Jan 23, 2025 | Depth EstimationImage Generation | CodeCode Available | 0 |
| Constraints as Rewards: Reinforcement Learning for Robots without Reward Functions | Jan 8, 2025 | Motion Generationreinforcement-learning | —Unverified | 0 |
| POMP: Physics-consistent Motion Generative Model through Phase Manifolds | Jan 1, 2025 | Motion GenerationUnity | —Unverified | 0 |
| Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression | Jan 1, 2025 | Motion GenerationQuantization | —Unverified | 0 |
| IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner | Jan 1, 2025 | Motion GenerationText-to-Video Generation | —Unverified | 0 |
| I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models | Jan 1, 2025 | Adversarial AttackImage to Video Generation | —Unverified | 0 |
| AniMo: Species-Aware Model for Text-Driven Animal Motion Generation | Jan 1, 2025 | Motion Generation | —Unverified | 0 |
| InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation | Jan 1, 2025 | BenchmarkingHuman-Object Interaction Detection | —Unverified | 0 |
| Diffusion-based Realistic Listening Head Generation via Hybrid Motion Modeling | Jan 1, 2025 | Motion GenerationVideo Generation | —Unverified | 0 |
| HSI-GPT: A General-Purpose Large Scene-Motion-Language Model for Human Scene Interaction | Jan 1, 2025 | DescriptiveInstruction Following | —Unverified | 0 |