| MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls | Jul 30, 2024 | Gesture GenerationMotion 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 |
| UniMuMo: Unified Text, Music and Motion Generation | Oct 6, 2024 | DecoderMotion Generation | CodeCode Available | 2 |
| Example-based Motion Synthesis via Generative Motion Matching | Jun 1, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| Motion Generation from Fine-grained Textual Descriptions | Mar 20, 2024 | Motion Generation | CodeCode Available | 1 |
| MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations | Oct 17, 2024 | Caption GenerationMotion Generation | CodeCode Available | 1 |
| Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion | May 18, 2024 | Motion Generation | CodeCode Available | 1 |
| MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation | Jan 20, 2024 | DenoisingMotion Generation | CodeCode Available | 1 |
| MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video Generation | May 29, 2025 | Motion GenerationVideo Generation | CodeCode Available | 1 |
| MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty | Oct 4, 2024 | Motion ForecastingMotion Generation | CodeCode Available | 1 |
| MMM: Generative Masked Motion Model | Dec 6, 2023 | GPUmodel | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MCM: Multi-condition Motion Synthesis Framework for Multi-scenario | Sep 6, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ | Jan 21, 2021 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| LATTE: LAnguage Trajectory TransformEr | Aug 4, 2022 | Motion Generation | CodeCode Available | 1 |
| AnyMoLe: Any Character Motion In-betweening Leveraging Video Diffusion Models | Mar 11, 2025 | Motion Generationmotion in-betweening | CodeCode Available | 1 |
| BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body Dynamics | Dec 13, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment | Mar 20, 2024 | Motion Generation | CodeCode Available | 1 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 |
| MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion | Sep 18, 2024 | Motion GenerationRetrieval | CodeCode Available | 1 |
| Motion Policy Networks | Oct 21, 2022 | Motion GenerationMotion Planning | CodeCode Available | 1 |
| InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint | Nov 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation | Jul 14, 2024 | MambaMotion Generation | CodeCode Available | 1 |
| Implicit Neural Representations for Variable Length Human Motion Generation | Mar 25, 2022 | DecoderDiversity | CodeCode Available | 1 |
| Autoregressive GAN for Semantic Unconditional Head Motion Generation | Nov 2, 2022 | Motion GenerationTalking Head Generation | CodeCode Available | 1 |
