| in2IN: Leveraging individual Information to Generate Human INteractions | Apr 15, 2024 | DiversityLanguage Modelling | CodeCode Available | 2 |
| SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing | Mar 18, 2025 | DenoisingMotion Generation | CodeCode Available | 2 |
| StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN | Mar 8, 2022 | Face GenerationFacial Editing | CodeCode Available | 2 |
| Motion Mamba: Efficient and Long Sequence Motion Generation | Mar 12, 2024 | MambaMotion Generation | CodeCode Available | 2 |
| Freeform Body Motion Generation from Speech | Mar 4, 2022 | DiversityMotion 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 |
| Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss | Jan 30, 2025 | DenoisingMotion Generation | CodeCode Available | 2 |
| BAMM: Bidirectional Autoregressive Motion Model | Mar 28, 2024 | Denoisingmodel | CodeCode Available | 2 |
| BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation | Sep 17, 2024 | Human motion predictionMotion Forecasting | CodeCode Available | 2 |
| Diffusion-based Generation, Optimization, and Planning in 3D Scenes | Jan 15, 2023 | DenoisingGrasp Generation | CodeCode Available | 2 |
| MotionCLIP: Exposing Human Motion Generation to CLIP Space | Mar 15, 2022 | DisentanglementMotion Generation | CodeCode Available | 2 |
| CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities | Aug 23, 2024 | DenoisingMotion Generation | CodeCode Available | 2 |
| MotionChain: Conversational Motion Controllers via Multimodal Prompts | Apr 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Conditional Image-to-Video Generation with Latent Flow Diffusion Models | Mar 24, 2023 | Image to Video GenerationMotion Generation | 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 |
| Generating Holistic 3D Human Motion from Speech | Dec 8, 2022 | 3D Face AnimationGesture Generation | CodeCode Available | 2 |
| MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls | Jul 30, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 2 |
| Executing your Commands via Motion Diffusion in Latent Space | Dec 8, 2022 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| Example-based Motion Synthesis via Generative Motion Matching | Jun 1, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| LGTM: Local-to-Global Text-Driven Human Motion Diffusion Model | May 6, 2024 | Motion Generation | CodeCode Available | 2 |
| Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs | May 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model | Aug 31, 2022 | DenoisingMotion Generation | 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 |
| HumanMM: Global Human Motion Recovery from Multi-shot Videos | Mar 10, 2025 | Camera Pose EstimationMotion Generation | CodeCode Available | 2 |
| T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations | Jan 15, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
