| 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 | 5 |
| ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model | Apr 3, 2023 | DenoisingDiversity | CodeCode Available | 2 | 5 |
| InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions | Apr 12, 2023 | DenoisingMotion Generation | CodeCode Available | 2 | 5 |
| UniMuMo: Unified Text, Music and Motion Generation | Oct 6, 2024 | DecoderMotion Generation | CodeCode Available | 2 | 5 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 | 5 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ | Jan 21, 2021 | Motion GenerationMotion Synthesis | CodeCode Available | 1 | 5 |
| LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment | Mar 20, 2024 | Motion Generation | CodeCode Available | 1 | 5 |
| KMM: Key Frame Mask Mamba for Extended Motion Generation | Nov 10, 2024 | Contrastive LearningMamba | CodeCode Available | 1 | 5 |
| LATTE: LAnguage Trajectory TransformEr | Aug 4, 2022 | Motion Generation | CodeCode Available | 1 | 5 |
| MCM: Multi-condition Motion Synthesis Framework for Multi-scenario | Sep 6, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 | 5 |
| MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation | Jan 20, 2024 | DenoisingMotion Generation | CodeCode Available | 1 | 5 |
| InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint | Nov 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 | 5 |
| InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation | Jul 14, 2024 | MambaMotion Generation | CodeCode Available | 1 | 5 |
| Implicit Neural Representations for Variable Length Human Motion Generation | Mar 25, 2022 | DecoderDiversity | CodeCode Available | 1 | 5 |
| MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty | Oct 4, 2024 | Motion ForecastingMotion Generation | CodeCode Available | 1 | 5 |
| AnyMoLe: Any Character Motion In-betweening Leveraging Video Diffusion Models | Mar 11, 2025 | Motion Generationmotion in-betweening | CodeCode Available | 1 | 5 |
| BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body Dynamics | Dec 13, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 | 5 |
| HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes | Oct 18, 2022 | Motion Generation | CodeCode Available | 1 | 5 |
| Motion Policy Networks | Oct 21, 2022 | Motion GenerationMotion Planning | CodeCode Available | 1 | 5 |
| GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion Generation | Jan 4, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 1 | 5 |
| FLAME: Free-form Language-based Motion Synthesis & Editing | Sep 1, 2022 | FormMotion Generation | CodeCode Available | 1 | 5 |
| Exploring Text-to-Motion Generation with Human Preference | Apr 15, 2024 | Motion Generation | CodeCode Available | 1 | 5 |
| FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing | Dec 22, 2023 | Mixture-of-ExpertsMotion Generation | CodeCode Available | 1 | 5 |
| EPFL-Smart-Kitchen-30: Densely annotated cooking dataset with 3D kinematics to challenge video and language models | Jun 2, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 | 5 |
