Video Generation

BAgger: Backwards Aggregation for Mitigating Drift in Autoregressive Video Diffusion Models CVPR 2026 Beyond the Golden Data: Resolving the Motion-Vision Quality Dilemma via Timestep Selective Training CVPR 2026 Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning ACL 2026 Bi-directional Autoregressive Diffusion for Large Complex Motion Interpolation CVPR 2026 BokehCrafter: Taming Video Diffusion Models for Controllable Bokeh Rendering AAAI 2026 Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge ACL 2026 Bring Your Dreams to Life: Continual Text-to-Video Customization AAAI 2026 BulletTime4D: Towards High Spatio-Temporal Resolution Dynamic Scene Rendering via Spike-Guided Stereo Vision AAAI 2026 BulletTime: Decoupled Control of Time and Camera Pose for Video Generation CVPR 2026 CamDirector: Towards Long-Term Coherent Video Trajectory Editing CVPR 2026 Captain Safari: A World Engine with Pose-Aligned 3D Memory CVPR 2026 Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting AAAI 2026 Causality in Video Diffusers is Separable from Denoising CVPR 2026 Chain of Event-Centric Causal Thought for Physically Plausible Video Generation CVPR 2026 ChangeBridge: Spatiotemporal Image Generation with Multimodal Controls for Remote Senisng CVPR 2026 Choreographing a World of Dynamic Objects CVPR 2026 CineBrain: A Large-Scale Multi-Modal Audiovisual Brain Dataset for Brain-Conditioned Video Generation CVPR 2026 CineScene: Implicit 3D as Effective Scene Representation for Cinematic Video Generation CVPR 2026 CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition WACV 2026 CI-VID: A Coherent Interleaved Text-Video Dataset CVPR 2026 Comp4D: Compositional 4D Scene Generation WACV 2026 Composing Concepts from Images and Videos via Concept-prompt Binding CVPR 2026 ConsID-Gen: View-Consistent and Identity-Preserving Image-to-Video Generation CVPR 2026 ConsistTalk: Intensity Controllable Temporally Consistent Talking Head Generation with Diffusion Noise Search AAAI 2026 Content-Aware Dynamic Patchification for Efficient Video Diffusion CVPR 2026