D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos Nov 15, 2021 Multi-Object Tracking and Segmentation Segmentation
Code Code Available 5 D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos Nov 15, 2021 Segmentation Semantic Segmentation
Code Code Available 5 MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation Aug 20, 2020 Object Semantic Segmentation
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 Actor and Action Video Segmentation from a Sentence Mar 20, 2018 Action Segmentation Decoder
Code Code Available 5 MAST: A Memory-Augmented Self-supervised Tracker Feb 18, 2020 Semantic Segmentation Semi-Supervised Video Object Segmentation
Code Code Available 5 A Simple Video Segmenter by Tracking Objects Along Axial Trajectories Nov 30, 2023 GPU Object
Code Code Available 5 Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation Jul 21, 2022 Optical Flow Estimation Semantic Segmentation
Code Code Available 5 Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation Dec 21, 2020 One-shot visual object segmentation Segmentation
Code Code Available 5 Cross-Modal Progressive Comprehension for Referring Segmentation May 15, 2021 Attribute Image 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 DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Apr 16, 2025 Few-Shot Learning Interactive Segmentation
Code Code Available 5 Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation Mar 18, 2023 Object Optical Flow Estimation
Code Code Available 5 Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder Jun 28, 2025 Image Segmentation Large Language Model
Code Code Available 5 CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Mar 23, 2023 Clustering Online Clustering
Code Code Available 5 A Survey on Deep Learning Technique for Video Segmentation Jul 2, 2021 Autonomous Driving Deep Learning
Code Code Available 5 Exploiting Temporal State Space Sharing for Video Semantic Segmentation Mar 26, 2025 Mamba Semantic Segmentation
Code Code Available 5 EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Sep 26, 2022 Object Segmentation
Code Code Available 5 Deep Feature Flow for Video Recognition Nov 23, 2016 Video Recognition Video Semantic 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 Associating Objects with Transformers for Video Object Segmentation Jun 4, 2021 Object One-shot visual object segmentation
Code Code Available 5 Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward Sep 25, 2022 Decoder Video Editing
Code Code Available 5 Full-Duplex Strategy for Video Object Segmentation Aug 6, 2021 Object Object Detection
Code Code Available 5 General and Task-Oriented Video Segmentation Jul 9, 2024 Disentanglement Diversity
Code Code Available 5 Event-assisted Low-Light Video Object Segmentation Apr 2, 2024 Object Semantic Segmentation
Code Code Available 5 Active Boundary Loss for Semantic Segmentation Feb 4, 2021 Segmentation 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 Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation Jun 19, 2021 Meta-Learning 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 Dense Unsupervised Learning for Video Segmentation Nov 11, 2021 Segmentation Semantic Segmentation
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 A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information Jun 6, 2022 Action Recognition Semantic Segmentation
Code Code Available 5 Mask Propagation for Efficient Video Semantic Segmentation Oct 29, 2023 Semantic Segmentation Video Semantic 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 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW Jun 4, 2023 Position Segmentation
Code Code Available 5 Differentiable Soft-Masked Attention Jun 1, 2022 Object Segmentation
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 Hierarchical Memory Matching Network for Video Object Segmentation Sep 23, 2021 Object Retrieval
Code Code Available 5 Contrastive Transformation for Self-supervised Correspondence Learning Dec 9, 2020 Object Tracking Self-Supervised Learning
Code Code Available 5 Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking Sep 21, 2020 Object Tracking Segmentation
Code Code Available 5 ActionVOS: Actions as Prompts for Video Object Segmentation Jul 10, 2024 Object Referring Video Object Segmentation
Code Code Available 5 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation Dec 18, 2024 Object Semantic Segmentation
Code Code Available 5 Accelerating Video Object Segmentation with Compressed Video Jul 26, 2021 Object Segmentation
Code Code Available 5 Local-Global Context Aware Transformer for Language-Guided Video Segmentation Mar 18, 2022 Referring Expression Segmentation Referring Video Object Segmentation
Code Code Available 5 Boosting Video Object Segmentation via Space-time Correspondence Learning Apr 13, 2023 Object Segmentation
Code Code Available 5 Domain Adaptive Video Segmentation via Temporal Consistency Regularization Jul 23, 2021 Segmentation Unsupervised Domain Adaptation
Code Code Available 5 Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Jul 6, 2022 Segmentation Semantic Segmentation
Code Code Available 5 Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Nov 4, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Sep 19, 2022 Clustering global-optimization
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 