Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation Apr 4, 2024 Contrastive Learning Referring Expression
Code Code Available 5 Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Apr 21, 2024 Semantic Segmentation Video Object Segmentation
Code Code Available 5 One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos Sep 29, 2024 All Image Segmentation
Code Code Available 5 MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Feb 3, 2023 Object Segmentation
Code Code Available 5 DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries Mar 29, 2024 Object Video Instance Segmentation
Code Code Available 5 Scalable Video Object Segmentation with Identification Mechanism Mar 22, 2022 Object Segmentation
Code Code Available 5 Mask2Former for Video Instance Segmentation Dec 20, 2021 Image Segmentation Instance Segmentation
Code Code Available 5 LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation Apr 30, 2024 Attribute Semantic Segmentation
Code Code Available 5 MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation Jan 1, 2024 Segmentation Video Segmentation
Code Code Available 5 IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos Nov 18, 2024 Pose Estimation Semantic Segmentation
Code Code Available 5 Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity Dec 9, 2024 Anomaly Detection text annotation
Code Code Available 5 Decoupling Features in Hierarchical Propagation for Video Object Segmentation Oct 18, 2022 Object Semantic Segmentation
Code Code Available 5 HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver Jan 1, 2025 Reasoning Segmentation Segmentation
Code Code Available 5 InstMove: Instance Motion for Object-centric Video Segmentation Mar 14, 2023 Object Optical Flow Estimation
Code Code Available 5 MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions Aug 16, 2023 Motion Expressions Guided Video Segmentation Object
Code Code Available 5 In Defense of Online Models for Video Instance Segmentation Jul 21, 2022 Contrastive Learning Instance Segmentation
Code Code Available 5 Global Spectral Filter Memory Network for Video Object Segmentation Oct 11, 2022 Attribute Decoder
Code Code Available 5 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation Dec 27, 2022 Object Referring Video Object Segmentation
Code Code Available 5 Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking Sep 21, 2020 Object Tracking Segmentation
Code Code Available 5 Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 May 3, 2025 Computed Tomography (CT) Semantic Segmentation
Code Code Available 5 Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Mar 16, 2023 Knowledge Distillation Open Vocabulary Semantic Segmentation
Code Code Available 5 GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Sep 20, 2023 Domain Adaptation Graph Matching
Code Code Available 5 Full-Duplex Strategy for Video Object Segmentation Aug 6, 2021 Object Object Detection
Code Code Available 5 Differentiable Soft-Masked Attention Jun 1, 2022 Object Segmentation
Code Code Available 5 General and Task-Oriented Video Segmentation Jul 9, 2024 Disentanglement Diversity
Code Code Available 5 Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation Feb 17, 2020 GPU One-shot visual object segmentation
Code Code Available 5 Flow-based Video Segmentation for Human Head and Shoulders Apr 20, 2021 Decoder Image Matting
Code Code Available 5 Generic Event Boundary Detection: A Benchmark for Event Segmentation Jan 26, 2021 Action Detection Boundary Detection
Code Code Available 5 Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps Apr 21, 2021 Interactive Segmentation Interactive Video Object Segmentation
Code Code Available 5 Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation Oct 23, 2020 Object One-shot visual object segmentation
Code Code Available 5 Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation Jun 19, 2021 Meta-Learning Semantic Segmentation
Code Code Available 5 Dense Unsupervised Learning for Video Segmentation Nov 11, 2021 Segmentation Semantic Segmentation
Code Code Available 5 Fast Template Matching and Update for Video Object Tracking and Segmentation Apr 16, 2020 Object Tracking reinforcement-learning
Code Code Available 5 Depth-aware Test-Time Training for Zero-shot Video Object Segmentation Mar 7, 2024 Depth Estimation Depth Prediction
Code Code Available 5 Fast Video Object Segmentation using the Global Context Module Jan 30, 2020 Object Segmentation
Code Code Available 5 Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Jan 17, 2025 Few-Shot Semantic Segmentation Segmentation
Code Code Available 5 Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation Mar 18, 2024 Referring Video Object Segmentation Semantic Segmentation
Code Code Available 5 Deep Feature Flow for Video Recognition Nov 23, 2016 Video Recognition Video Semantic Segmentation
Code Code Available 5 Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective Nov 2, 2021 Segmentation Semantic Segmentation
Code Code Available 5 Boosting Video Object Segmentation via Space-time Correspondence Learning Apr 13, 2023 Object Segmentation
Code Code Available 5 Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations Jul 18, 2022 object-detection Object Detection
Code Code Available 5 Domain Adaptive Video Segmentation via Temporal Consistency Regularization Jul 23, 2021 Segmentation Unsupervised Domain Adaptation
Code Code Available 5 FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow Nov 20, 2021 Optical Flow Estimation Segmentation
Code Code Available 5 Guided Slot Attention for Unsupervised Video Object Segmentation Mar 15, 2023 Object Semantic Segmentation
Code Code Available 5 End-to-End Referring Video Object Segmentation with Multimodal Transformers Nov 29, 2021 Inductive Bias Instance Segmentation
Code Code Available 5 Unified Domain Adaptive Semantic Segmentation Nov 22, 2023 Data Augmentation Optical Flow Estimation
Code Code Available 5 End-to-End Semi-Supervised Learning for Video Action Detection Mar 8, 2022 Action Detection Classification Consistency
Code Code Available 5 Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping Apr 17, 2023 Motion Segmentation Object
Code Code Available 5 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW Jun 4, 2023 Position Segmentation
Code Code Available 5 Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Nov 29, 2023 Clustering Object
Code Code Available 5 