temporal consistency

αMatte4K & μMatting: Dataset and Model for Ultra-Micro Precision Alpha Video Matting CVPR 2026 4DSurf: High-Fidelity Dynamic Scene Surface Reconstruction CVPR 2026 ActionMesh: Animated 3D Mesh Generation with Temporal 3D Diffusion CVPR 2026 Adaptive Capacity Autoregressive Visual Tracking CVPR 2026 BokehCrafter: Taming Video Diffusion Models for Controllable Bokeh Rendering AAAI 2026 Catalyst4D: High-Fidelity 3D-to-4D Scene Editing via Dynamic Propagation CVPR 2026 ChronoGS: Disentangling Invariants and Changes in Multi-Period Scenes CVPR 2026 ConsistTalk: Intensity Controllable Temporally Consistent Talking Head Generation with Diffusion Noise Search AAAI 2026 ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment AAAI 2026 CPOStream: Collaborating Prediction and Observation for Flicker-Free Streamable Free-Viewpoint Video with 3DGS AAAI 2026 CyclePhase: Robust phase detection in cardiovascular imaging through cyclic motion estimation MIDL 2026 D2FANet: Enhancing Video Object Detection with Dual-Domain Feature Aggregation Network CVPR 2026 Deformable Gaussian Occupancy: Decoupling Rigid and Nonrigid Motion with Factorized Distillation CVPR 2026 DetAny4D: Detect Anything 4D Temporally in a Streaming RGB Video CVPR 2026 DiffusionHarmonizer: Bridging Neural Reconstruction and Photorealistic Simulation with Online Diffusion Enhancer CVPR 2026 DreamStereo: Towards Real-Time Stereo Inpainting for HD Videos CVPR 2026 Dual-level Adaptation for Multi-Object Tracking: Building Test-Time Calibration from Experience and Intuition CVPR 2026 Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer CVPR 2026 EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams MIDL 2026 Evaluating Temporal Consistency in Multi-Turn Language Models ACL 2026 Exploring Spatiotemporal Feature Propagation for Video-Level Compressive Spectral Reconstruction: Dataset, Model and Benchmark CVPR 2026 Fast Multi-view Consistent 3D Editing with Video Priors AAAI 2026 FlowDirector: Training-Free Flow Steering for Precise Text-to-Video Editing CVPR 2026 Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction CVPR 2026 From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge AAAI 2026