| Ditto: Motion-Space Diffusion for Controllable Realtime Talking Head Synthesis | Nov 29, 2024 | DisentanglementMotion Generation | CodeCode Available | 11 |
| Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset | Jan 9, 2025 | Human Mesh RecoveryMotion Generation | CodeCode Available | 4 |
| JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation | Nov 14, 2024 | Image AnimationMotion Generation | CodeCode Available | 4 |
| MotionClone: Training-Free Motion Cloning for Controllable Video Generation | Jun 8, 2024 | DenoisingMotion Generation | CodeCode Available | 4 |
| NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning | Mar 11, 2024 | Collision AvoidanceMotion Generation | CodeCode Available | 4 |
| AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data | Feb 1, 2024 | Conditional Image GenerationDenoising | CodeCode Available | 4 |
| Human Motion Diffusion Model | Sep 29, 2022 | 3D Generationmodel | CodeCode Available | 4 |
| A Survey on Human Interaction Motion Generation | Mar 17, 2025 | Human DynamicsMotion Generation | CodeCode Available | 3 |
| Motion Anything: Any to Motion Generation | Mar 10, 2025 | Motion GenerationMotion Synthesis | CodeCode Available | 3 |
| JoyGen: Audio-Driven 3D Depth-Aware Talking-Face Video Editing | Jan 3, 2025 | 3D ReconstructionFace Generation | CodeCode Available | 3 |
| CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control | Oct 4, 2024 | Motion GenerationReinforcement Learning (RL) | CodeCode Available | 3 |
| A Comprehensive Survey on Human Video Generation: Challenges, Methods, and Insights | Jul 11, 2024 | Motion GenerationSurvey | CodeCode Available | 3 |
| SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction | May 24, 2024 | Autonomous DrivingMotion Generation | CodeCode Available | 3 |
| MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model | Apr 30, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 3 |
| Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects | Mar 25, 2024 | Action RecognitionMotion Generation | CodeCode Available | 3 |
| Seamless Human Motion Composition with Blended Positional Encodings | Feb 23, 2024 | DenoisingMotion Generation | CodeCode Available | 3 |
| MoMask: Generative Masked Modeling of 3D Human Motions | Nov 29, 2023 | Human motion predictionMotion Forecasting | CodeCode Available | 3 |
| MotionGPT: Human Motion as a Foreign Language | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing | Mar 18, 2025 | DenoisingMotion Generation | CodeCode Available | 2 |
| VMBench: A Benchmark for Perception-Aligned Video Motion Generation | Mar 13, 2025 | Motion GenerationVideo Generation | CodeCode Available | 2 |
| HumanMM: Global Human Motion Recovery from Multi-shot Videos | Mar 10, 2025 | Camera Pose EstimationMotion Generation | CodeCode Available | 2 |
| Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss | Jan 30, 2025 | DenoisingMotion Generation | CodeCode Available | 2 |
| Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes | Oct 14, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| UniMuMo: Unified Text, Music and Motion Generation | Oct 6, 2024 | DecoderMotion Generation | CodeCode Available | 2 |
| Scaling Large Motion Models with Million-Level Human Motions | Oct 4, 2024 | Motion Generation | CodeCode Available | 2 |
