| BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation | Sep 17, 2024 | Human motion predictionMotion Forecasting | CodeCode Available | 2 |
| CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities | Aug 23, 2024 | DenoisingMotion Generation | CodeCode Available | 2 |
| MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls | Jul 30, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 2 |
| PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance | Jun 13, 2024 | Motion GenerationPosition | CodeCode Available | 2 |
| Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs | May 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| LGTM: Local-to-Global Text-Driven Human Motion Diffusion Model | May 6, 2024 | Motion Generation | CodeCode Available | 2 |
| in2IN: Leveraging individual Information to Generate Human INteractions | Apr 15, 2024 | DiversityLanguage Modelling | CodeCode Available | 2 |
| MotionChain: Conversational Motion Controllers via Multimodal Prompts | Apr 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction | Mar 31, 2024 | Motion GenerationObject | CodeCode Available | 2 |
| BAMM: Bidirectional Autoregressive Motion Model | Mar 28, 2024 | Denoisingmodel | CodeCode Available | 2 |
| Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance | Mar 26, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning | Mar 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Motion Mamba: Efficient and Long Sequence Motion Generation | Mar 12, 2024 | MambaMotion Generation | CodeCode Available | 2 |
| HumanTOMATO: Text-aligned Whole-body Motion Generation | Oct 19, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| OmniControl: Control Any Joint at Any Time for Human Motion Generation | Oct 12, 2023 | Motion Generation | CodeCode Available | 2 |
| Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset | Jul 3, 2023 | Human Mesh RecoveryMotion Generation | CodeCode Available | 2 |
| Example-based Motion Synthesis via Generative Motion Matching | Jun 1, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis | May 2, 2023 | Moment RetrievalMotion Generation | CodeCode Available | 2 |
| InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions | Apr 12, 2023 | DenoisingMotion Generation | CodeCode Available | 2 |
| ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model | Apr 3, 2023 | DenoisingDiversity | CodeCode Available | 2 |
| Conditional Image-to-Video Generation with Latent Flow Diffusion Models | Mar 24, 2023 | Image to Video GenerationMotion Generation | CodeCode Available | 2 |
| Diffusion-based Generation, Optimization, and Planning in 3D Scenes | Jan 15, 2023 | DenoisingGrasp Generation | CodeCode Available | 2 |
| T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations | Jan 15, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| Generating Holistic 3D Human Motion from Speech | Dec 8, 2022 | 3D Face AnimationGesture Generation | CodeCode Available | 2 |
| Executing your Commands via Motion Diffusion in Latent Space | Dec 8, 2022 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
