| MMM: Generative Masked Motion Model | Dec 6, 2023 | GPUmodel | CodeCode Available | 1 |
| LATTE: LAnguage Trajectory TransformEr | Aug 4, 2022 | Motion Generation | CodeCode Available | 1 |
| Dance with You: The Diversity Controllable Dancer Generation via Diffusion Models | Aug 23, 2023 | DiversityMotion Generation | CodeCode Available | 1 |
| KMM: Key Frame Mask Mamba for Extended Motion Generation | Nov 10, 2024 | Contrastive LearningMamba | CodeCode Available | 1 |
| AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ | Jan 21, 2021 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| Implicit Neural Representations for Variable Length Human Motion Generation | Mar 25, 2022 | DecoderDiversity | CodeCode Available | 1 |
| HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes | Oct 18, 2022 | Motion Generation | CodeCode Available | 1 |
| Autoregressive GAN for Semantic Unconditional Head Motion Generation | Nov 2, 2022 | Motion GenerationTalking Head Generation | CodeCode Available | 1 |
| FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing | Dec 22, 2023 | Mixture-of-ExpertsMotion Generation | CodeCode Available | 1 |
| Exploring Text-to-Motion Generation with Human Preference | Apr 15, 2024 | Motion Generation | CodeCode Available | 1 |
| LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment | Mar 20, 2024 | Motion Generation | CodeCode Available | 1 |
| FLAME: Free-form Language-based Motion Synthesis & Editing | Sep 1, 2022 | FormMotion Generation | CodeCode Available | 1 |
| GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion Generation | Jan 4, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| MCM: Multi-condition Motion Synthesis Framework for Multi-scenario | Sep 6, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty | Oct 4, 2024 | Motion ForecastingMotion Generation | CodeCode Available | 1 |
| InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation | Jul 14, 2024 | MambaMotion Generation | CodeCode Available | 1 |
| EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation | Dec 4, 2023 | DenoisingHuman Dynamics | CodeCode Available | 1 |
| Dyadic Interaction Modeling for Social Behavior Generation | Mar 14, 2024 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion | May 18, 2024 | Motion Generation | CodeCode Available | 1 |
| 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 |
| A GAN-Like Approach for Physics-Based Imitation Learning and Interactive Character Control | May 21, 2021 | Imitation LearningMotion Generation | CodeCode Available | 1 |
| Constrained Diffusion with Trust Sampling | Nov 17, 2024 | Motion Generation | CodeCode Available | 1 |
| Conditional Motion In-betweening | Feb 9, 2022 | Motion Generationmotion in-betweening | CodeCode Available | 1 |
| AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism | Sep 2, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation | Dec 22, 2021 | 3D Human Pose EstimationDiversity | CodeCode Available | 1 |
