| EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation | Dec 4, 2023 | DenoisingHuman Dynamics | CodeCode Available | 1 |
| OmniMotionGPT: Animal Motion Generation with Limited Data | Nov 30, 2023 | DiversityMotion Generation | —Unverified | 0 |
| MoMask: Generative Masked Modeling of 3D Human Motions | Nov 29, 2023 | Human motion predictionMotion Forecasting | CodeCode Available | 3 |
| SpeechAct: Towards Generating Whole-body Motion from Speech | Nov 29, 2023 | DecoderMotion Generation | —Unverified | 0 |
| A Unified Framework for Multimodal, Multi-Part Human Motion Synthesis | Nov 28, 2023 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint | Nov 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| ChatAnything: Facetime Chat with LLM-Enhanced Personas | Nov 12, 2023 | Image GenerationIn-Context Learning | —Unverified | 0 |
| SemanticBoost: Elevating Motion Generation with Augmented Textual Cues | Oct 31, 2023 | Motion Generation | —Unverified | 0 |
| MAS: Multi-view Ancestral Sampling for 3D motion generation using 2D diffusion | Oct 23, 2023 | DenoisingMotion Generation | —Unverified | 0 |
| TapMo: Shape-aware Motion Generation of Skeleton-free Characters | Oct 19, 2023 | Motion Generation | —Unverified | 0 |
| HumanTOMATO: Text-aligned Whole-body Motion Generation | Oct 19, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations | Oct 16, 2023 | In-Context LearningModel-based Reinforcement Learning | —Unverified | 0 |
| OmniControl: Control Any Joint at Any Time for Human Motion Generation | Oct 12, 2023 | Motion Generation | CodeCode Available | 2 |
| Guided Attention for Interpretable Motion Captioning | Oct 11, 2023 | Action LocalizationMotion Captioning | CodeCode Available | 0 |
| CoPAL: Corrective Planning of Robot Actions with Large Language Models | Oct 11, 2023 | Motion GenerationMotion Planning | —Unverified | 0 |
| Bridging the Gap between Human Motion and Action Semantics via Kinematic Phrases | Oct 6, 2023 | Motion Generation | —Unverified | 0 |
| Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models | Oct 3, 2023 | DiversityHuman-Object Interaction Detection | —Unverified | 0 |
| Active-Perceptive Motion Generation for Mobile Manipulation | Sep 30, 2023 | Motion Generation | —Unverified | 0 |
| Realtime Motion Generation with Active Perception Using Attention Mechanism for Cooking Robot | Sep 26, 2023 | Motion Generation | —Unverified | 0 |
| What is the Best Automated Metric for Text to Motion Generation? | Sep 19, 2023 | Motion Generation | —Unverified | 0 |
| Fg-T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model | Sep 12, 2023 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| Few-Shot Learning of Force-Based Motions From Demonstration Through Pre-training of Haptic Representation | Sep 8, 2023 | DecoderFew-Shot Learning | —Unverified | 0 |
| MCM: Multi-condition Motion Synthesis Framework for Multi-scenario | Sep 6, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| MDSC: Towards Evaluating the Style Consistency Between Music and Dance | Sep 4, 2023 | DiversityMotion Generation | CodeCode Available | 0 |
| DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion | Sep 4, 2023 | DiversityLanguage Modelling | —Unverified | 0 |
| MAGMA: Music Aligned Generative Motion Autodecoder | Sep 3, 2023 | Audio CompressionDecoder | —Unverified | 0 |
| AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism | Sep 2, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 |
| Priority-Centric Human Motion Generation in Discrete Latent Space | Aug 28, 2023 | Motion Generation | —Unverified | 0 |
| ROAM: Robust and Object-Aware Motion Generation Using Neural Pose Descriptors | Aug 24, 2023 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| Dance with You: The Diversity Controllable Dancer Generation via Diffusion Models | Aug 23, 2023 | DiversityMotion Generation | CodeCode Available | 1 |
| LongDanceDiff: Long-term Dance Generation with Conditional Diffusion Model | Aug 23, 2023 | Motion Generation | —Unverified | 0 |
| HMD-NeMo: Online 3D Avatar Motion Generation From Sparse Observations | Aug 22, 2023 | Mixed RealityMotion Generation | —Unverified | 0 |
| MOMA-Force: Visual-Force Imitation for Real-World Mobile Manipulation | Aug 7, 2023 | Contact-rich ManipulationImitation Learning | —Unverified | 0 |
| Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling | Aug 3, 2023 | Motion GenerationSentence | CodeCode Available | 1 |
| Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance | Jul 31, 2023 | Collision AvoidanceDenoising | —Unverified | 0 |
| Human Motion Generation: A Survey | Jul 20, 2023 | Motion GenerationSurvey | —Unverified | 0 |
| Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset | Jul 3, 2023 | Human Mesh RecoveryMotion Generation | CodeCode Available | 2 |
| MotionGPT: Human Motion as a Foreign Language | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| RSMT: Real-time Stylized Motion Transition for Characters | Jun 21, 2023 | DiversityMotion Generation | CodeCode Available | 1 |
| MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators | Jun 19, 2023 | Motion Generation | —Unverified | 0 |
| Taming Diffusion Models for Music-driven Conducting Motion Generation | Jun 15, 2023 | DiversityMotion Generation | CodeCode Available | 1 |
| Example-based Motion Synthesis via Generative Motion Matching | Jun 1, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| Guided Motion Diffusion for Controllable Human Motion Synthesis | May 21, 2023 | DenoisingImputation | —Unverified | 0 |
| Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation | May 16, 2023 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis | May 2, 2023 | Moment RetrievalMotion Generation | CodeCode Available | 2 |
| LaMD: Latent Motion Diffusion for Image-Conditional Video Generation | Apr 23, 2023 | Motion GenerationVideo Generation | —Unverified | 0 |
| SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation | Apr 20, 2023 | Action GenerationMotion Generation | —Unverified | 0 |
| InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions | Apr 12, 2023 | DenoisingMotion Generation | CodeCode Available | 2 |
| TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration | Apr 5, 2023 | Motion Generationmotion prediction | CodeCode Available | 1 |
| ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model | Apr 3, 2023 | DenoisingDiversity | CodeCode Available | 2 |