Video Generation

MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control ICCV 2025 MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025 MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers ICCV 2025 MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance ICCV 2025 MagicStick: Controllable Video Editing via Control Handle Transformations WACV 2025 MAMS: Model-Agnostic Module Selection Framework for Video Captioning AAAI 2025 ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping CVPR 2025 Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation CVPR 2025 MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction CVPR 2025 MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views CVPR 2025 MatchDiffusion: Training-free Generation of Match-Cuts ICCV 2025 MDD: A Dataset for Text-and-Music Conditioned Duet Dance Generation ICCV 2025 MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation ICLR 2025 MegActor-Sigma: Unlocking Flexible Mixed-Modal Control in Portrait Animation with Diffusion Transformer AAAI 2025 MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes ICCV 2025 MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities CVPR 2025 MH-LVC: Multi-Hypothesis Temporal Prediction for Learned Conditional Residual Video Coding ICCV 2025 MikuDance: Animating Character Art with Mixed Motion Dynamics ICCV 2025 MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance ICML 2025 MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling CVPR 2025 Mind the Time: Temporally-Controlled Multi-Event Video Generation CVPR 2025 MixerMDM: Learnable Composition of Human Motion Diffusion Models CVPR 2025 MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation ICLR 2025 Mobile Video Diffusion ICCV 2025 Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models ICCV 2025