| Multi-Person Interaction Generation from Two-Person Motion Priors | May 23, 2025 | Motion Generation | —Unverified | 0 |
| MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation | May 22, 2025 | Motion GenerationObject | —Unverified | 0 |
| UniHM: Universal Human Motion Generation with Object Interactions in Indoor Scenes | May 19, 2025 | Human-Object Interaction DetectionMotion Generation | —Unverified | 0 |
| Towards Robust and Controllable Text-to-Motion via Masked Autoregressive Diffusion | May 16, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| MARRS: Masked Autoregressive Unit-based Reaction Synthesis | May 16, 2025 | Motion GenerationQuantization | —Unverified | 0 |
| MoCLIP: Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation | May 16, 2025 | Contrastive LearningMotion Generation | —Unverified | 0 |
| Text-driven Motion Generation: Overview, Challenges and Directions | May 14, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| ReAlign: Bilingual Text-to-Motion Generation via Step-Aware Reward-Guided Alignment | May 8, 2025 | Motion Generation | —Unverified | 0 |
| StableMotion: Training Motion Cleanup Models with Unpaired Corrupted Data | May 6, 2025 | Motion Generation | —Unverified | 0 |
| Efficient 3D Full-Body Motion Generation from Sparse Tracking Inputs with Temporal Windows | May 3, 2025 | Motion Generation | —Unverified | 0 |
| TSTMotion: Training-free Scene-aware Text-to-motion Generation | May 2, 2025 | Motion Generation | —Unverified | 0 |
| Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis | May 2, 2025 | DiversityMotion Generation | —Unverified | 0 |
| GENMO: A GENeralist Model for Human MOtion | May 2, 2025 | modelMotion Estimation | —Unverified | 0 |
| Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation | Apr 27, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| HUMOTO: A 4D Dataset of Mocap Human Object Interactions | Apr 14, 2025 | Human-Object Interaction DetectionMotion Generation | —Unverified | 0 |
| EchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation | Apr 12, 2025 | Gesture GenerationMotion Generation | —Unverified | 0 |
| DanceMosaic: High-Fidelity Dance Generation with Multimodal Editability | Apr 6, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions | Apr 4, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FlowMotion: Target-Predictive Conditional Flow Matching for Jitter-Reduced Text-Driven Human Motion Generation | Apr 2, 2025 | Computational EfficiencyMotion Generation | —Unverified | 0 |
| SIGHT: Single-Image Conditioned Generation of Hand Trajectories for Hand-Object Interaction | Mar 28, 2025 | Motion GenerationObject | —Unverified | 0 |
| GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain | Mar 28, 2025 | Motion Generation | —Unverified | 0 |
| StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion | Mar 27, 2025 | Motion GenerationMotion Synthesis | —Unverified | 0 |
| ReCoM: Realistic Co-Speech Motion Generation with Recurrent Embedded Transformer | Mar 27, 2025 | Domain GeneralizationMotion Generation | —Unverified | 0 |
| Guiding Human-Object Interactions with Rich Geometry and Relations | Mar 26, 2025 | Human-Object Interaction DetectionMotion Generation | —Unverified | 0 |
| Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Models Using Implicit Feedback from Pre-training Demonstrations | Mar 25, 2025 | Motion Generation | —Unverified | 0 |