Video Segmentation

DeDelayed: Deleting Remote Inference Delay via On-Device Correction CVPR 2026 DeRVOS: Decoupling Consistent Trajectory Generation and Multimodal Understanding for Referring Video Object Segmentation CVPR 2026 EasyOmnimatte: Taming Pretrained Inpainting Diffusion Models for End-to-End Video Layered Decompositio CVPR 2026 InterRVOS: Interaction-Aware Referring Video Object Segmentation CVPR 2026 Live Interactive Training for Video Segmentation CVPR 2026 Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation CVPR 2026 M4-SAM: Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient Object Detection CVPR 2026 OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement CVPR 2026 Refer-Agent: A Collaborative Multi-Agent System with Reasoning and Reflection for Referring Video Object Segmentation CVPR 2026 Reinforcing Video Object Segmentation to Think before it Segments CVPR 2026 RobotSeg: A Model and Dataset for Segmenting Robots in Image and Video CVPR 2026 Robust Promptable Video Object Segmentation CVPR 2026 RS-SSM: Refining Forgotten Specifics in State Space Model for Video Semantic Segmentation CVPR 2026 SAM2Text: Towards Prompt-Free and Multi-Resolution Video Scene Text Segmentation CVPR 2026 Scene-Centric Unsupervised Video Panoptic Segmentation CVPR 2026 SPOT: Spatiotemporal Prompt Optimization for Motion-Stabilized MLLM-Guided Video Segmentation CVPR 2026 Temporal Memory Enhancement for Semantic Segmentation in Surgical Video MIDL 2026 Towards Streaming Referring Video Segmentation via Large Language Model CVPR 2026 VideoMaMa: Mask-Guided Video Matting via Generative Prior CVPR 2026 VidEoMT: Your ViT is Secretly Also a Video Segmentation Model CVPR 2026 VIRST: Video-Instructed Reasoning Assistant for SpatioTemporal Segmentation CVPR 2026 4DSegStreamer: Streaming 4D Panoptic Segmentation via Dual Threads ICCV 2025 Balancing Shared and Task-Specific Representations: A Hybrid Approach to Depth-Aware Video Panoptic Segmentation WACV 2025 Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation AAAI 2025 Decoupled Motion Expression Video Segmentation CVPR 2025