| Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics | Feb 5, 2025 | 3D ReconstructionImage to 3D | —Unverified | 0 |
| MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent | Feb 5, 2025 | Image to Video GenerationMotion Generation | —Unverified | 0 |
| MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm | Feb 4, 2025 | Motion GenerationMulti-Task Learning | —Unverified | 0 |
| VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models | Feb 4, 2025 | Motion Generationmotion prediction | —Unverified | 0 |
| CASIM: Composite Aware Semantic Injection for Text to Motion Generation | Feb 4, 2025 | Motion Generation | —Unverified | 0 |
| OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models | Feb 3, 2025 | Human AnimationHuman-Object Interaction Detection | —Unverified | 0 |
| Strong and Controllable 3D Motion Generation | Jan 30, 2025 | Motion GenerationRobot Manipulation | —Unverified | 0 |
| Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss | Jan 30, 2025 | DenoisingMotion Generation | CodeCode Available | 2 |
| FlexMotion: Lightweight, Physics-Aware, and Controllable Human Motion Generation | Jan 28, 2025 | Computational EfficiencyDecoder | —Unverified | 0 |
| PackDiT: Joint Human Motion and Text Generation via Mutual Prompting | Jan 27, 2025 | Motion Generationmotion prediction | —Unverified | 0 |
