| Pay Attention and Move Better: Harnessing Attention for Interactive Motion Generation and Training-free Editing | Oct 24, 2024 | Motion Generation | —Unverified | 0 |
| MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations | Oct 17, 2024 | Caption GenerationMotion Generation | CodeCode Available | 1 |
| The State of Robot Motion Generation | Oct 16, 2024 | Motion Generation | —Unverified | 0 |
| Harmon: Whole-Body Motion Generation of Humanoid Robots from Language Descriptions | Oct 16, 2024 | Motion Generation | —Unverified | 0 |
| Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes | Oct 14, 2024 | Motion GenerationMotion Synthesis | CodeCode Available | 2 |
| ControlMM: Controllable Masked Motion Generation | Oct 14, 2024 | Motion Generation | —Unverified | 0 |
| MMHead: Towards Fine-grained Multi-modal 3D Facial Animation | Oct 10, 2024 | Motion Generationtext annotation | —Unverified | 0 |
| G2D2: Gradient-guided Discrete Diffusion for image inverse problem solving | Oct 9, 2024 | Image GenerationMotion Generation | —Unverified | 0 |
| ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model | Oct 9, 2024 | Motion Generationreinforcement-learning | —Unverified | 0 |
| LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning | Oct 9, 2024 | Large Language ModelMotion Captioning | —Unverified | 0 |
| MotionRL: Align Text-to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning | Oct 9, 2024 | Motion Generationreinforcement-learning | —Unverified | 0 |
| AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation | Oct 9, 2024 | Human-Object Interaction DetectionHuman-Object Interaction Generation | —Unverified | 0 |
| M3Bench: Benchmarking Whole-body Motion Generation for Mobile Manipulation in 3D Scenes | Oct 9, 2024 | BenchmarkingMotion Generation | —Unverified | 0 |
| DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control | Oct 7, 2024 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| UniMuMo: Unified Text, Music and Motion Generation | Oct 6, 2024 | DecoderMotion Generation | CodeCode Available | 2 |
| MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty | Oct 4, 2024 | Motion ForecastingMotion Generation | CodeCode Available | 1 |
| CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control | Oct 4, 2024 | Motion GenerationReinforcement Learning (RL) | CodeCode Available | 3 |
| Scaling Large Motion Models with Million-Level Human Motions | Oct 4, 2024 | Motion Generation | CodeCode Available | 2 |
| Adaptive Motion Generation Using Uncertainty-Driven Foresight Prediction | Oct 1, 2024 | Motion GenerationPrediction | —Unverified | 0 |
| Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation | Oct 1, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 0 |
| COLLAGE: Collaborative Human-Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models | Sep 30, 2024 | DenoisingDiversity | —Unverified | 0 |
| Text-driven Human Motion Generation with Motion Masked Diffusion Model | Sep 29, 2024 | DiversityMotion Generation | —Unverified | 0 |
| Target Pose Guided Whole-body Grasping Motion Generation for Digital Humans | Sep 26, 2024 | Motion Generation | —Unverified | 0 |
| EgoLM: Multi-Modal Language Model of Egocentric Motions | Sep 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling | Sep 26, 2024 | Motion GenerationQuantization | —Unverified | 0 |
| Relevance-driven Decision Making for Safer and More Efficient Human Robot Collaboration | Sep 21, 2024 | Collision AvoidanceDecision Making | —Unverified | 0 |
| HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted Device | Sep 20, 2024 | Motion Generation | —Unverified | 0 |
| MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion | Sep 18, 2024 | Motion GenerationRetrieval | CodeCode Available | 1 |
| Hypergraph-based Motion Generation with Multi-modal Interaction Relational Reasoning | Sep 18, 2024 | Autonomous VehiclesImplicit Relations | —Unverified | 0 |
| BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation | Sep 17, 2024 | Human motion predictionMotion Forecasting | CodeCode Available | 2 |
| Know your limits! Optimize the robot's behavior through self-awareness | Sep 16, 2024 | Motion Generation | —Unverified | 0 |
| InstantDrag: Improving Interactivity in Drag-based Image Editing | Sep 13, 2024 | Image GenerationMotion Generation | —Unverified | 0 |
| Human Motion Synthesis_ A Diffusion Approach for Motion Stitching and In-Betweening | Sep 10, 2024 | DiversityMotion Generation | —Unverified | 0 |
| Lagrangian Motion Fields for Long-term Motion Generation | Sep 3, 2024 | Motion GenerationSuperpixels | —Unverified | 0 |
| Dynamic Motion Synthesis: Masked Audio-Text Conditioned Spatio-Temporal Transformers | Sep 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation | Aug 30, 2024 | Motion Generation | —Unverified | 0 |
| T3M: Text Guided 3D Human Motion Synthesis from Speech | Aug 23, 2024 | DiversityMotion Generation | CodeCode Available | 1 |
| CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities | Aug 23, 2024 | DenoisingMotion Generation | CodeCode Available | 2 |
| Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony | Aug 18, 2024 | Motion Generationparameter-efficient fine-tuning | —Unverified | 0 |
| ViMo: Generating Motions from Casual Videos | Aug 13, 2024 | Motion Generation | —Unverified | 0 |
| EmoTalk3D: High-Fidelity Free-View Synthesis of Emotional 3D Talking Head | Aug 1, 2024 | 3D geometryMotion Generation | —Unverified | 0 |
| MotionFix: Text-Driven 3D Human Motion Editing | Aug 1, 2024 | Motion Generation | —Unverified | 0 |
| Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion | Aug 1, 2024 | Adversarial AttackAdversarial Text | —Unverified | 0 |
| MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls | Jul 30, 2024 | Gesture GenerationMotion Generation | CodeCode Available | 2 |
| Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models | Jul 22, 2024 | Motion GenerationRetrieval | —Unverified | 0 |
| M2D2M: Multi-Motion Generation from Text with Discrete Diffusion Models | Jul 19, 2024 | DenoisingMotion Generation | —Unverified | 0 |
| SMooDi: Stylized Motion Diffusion Model | Jul 17, 2024 | modelMotion Generation | —Unverified | 0 |
| Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation | Jul 15, 2024 | Graph AttentionMotion Generation | —Unverified | 0 |
| InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation | Jul 14, 2024 | MambaMotion Generation | CodeCode Available | 1 |
| Infinite Motion: Extended Motion Generation via Long Text Instructions | Jul 11, 2024 | Motion GenerationMotion Synthesis | —Unverified | 0 |