| Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective | Mar 31, 2021 | Contrastive LearningObject | CodeCode Available | 1 |
| Efficient Regional Memory Network for Video Object Segmentation | Mar 24, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild | Mar 18, 2021 | Deep Reinforcement LearningInteractive Video Object Segmentation | CodeCode Available | 1 |
| Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion | Mar 14, 2021 | Interactive Video Object SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Triple-cooperative Video Shadow Detection | Mar 11, 2021 | Saliency DetectionSemantic Segmentation | CodeCode Available | 1 |
| Fast Interactive Video Object Segmentation with Graph Neural Networks | Mar 5, 2021 | Graph Neural NetworkInteractive Video Object Segmentation | CodeCode Available | 0 |
| Separable Structure Modeling for Semi-supervised Video Object Segmentation | Feb 18, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| SwiftNet: Real-time Video Object Segmentation | Feb 9, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation | Jan 21, 2021 | Inductive BiasMotion Segmentation | CodeCode Available | 1 |
| VideoClick: Video Object Segmentation with a Single Click | Jan 16, 2021 | ObjectSegmentation | —Unverified | 0 |
| Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos | Jan 6, 2021 | ObjectSegmentation | —Unverified | 0 |
| Mask Selection and Propagation for Unsupervised Video Object Segmentation | Jan 5, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation | Jan 1, 2021 | Semantic SegmentationUnsupervised Video Object Segmentation | CodeCode Available | 1 |
| Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment | Jan 1, 2021 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Deep Transport Network for Unsupervised Video Object Segmentation | Jan 1, 2021 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 |
| Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation | Dec 10, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| Contrastive Transformation for Self-supervised Correspondence Learning | Dec 9, 2020 | Object TrackingSelf-Supervised Learning | CodeCode Available | 1 |
| F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation | Dec 4, 2020 | Semantic SegmentationUnsupervised Video Object Segmentation | —Unverified | 0 |
| Make One-Shot Video Object Segmentation Efficient Again | Dec 3, 2020 | Objectobject-detection | CodeCode Available | 1 |
| TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss | Nov 9, 2020 | ObjectObject Localization | CodeCode Available | 1 |
| Reducing the Annotation Effort for Video Object Segmentation Datasets | Nov 2, 2020 | ObjectSemantic Segmentation | —Unverified | 0 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Learning to Sort Image Sequences via Accumulated Temporal Differences | Oct 22, 2020 | Action RecognitionSemantic Segmentation | —Unverified | 0 |
| Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement | Oct 15, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration | Oct 13, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching | Oct 10, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 0 |
| RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation | Oct 1, 2020 | Image SegmentationReferring Expression Segmentation | CodeCode Available | 1 |
| Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking | Sep 21, 2020 | Object TrackingSegmentation | CodeCode Available | 1 |
| PMVOS: Pixel-Level Matching-Based Video Object Segmentation | Sep 18, 2020 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Ground-truth or DAER: Selective Re-query of Secondary Information | Sep 16, 2020 | Object TrackingScene Classification | CodeCode Available | 0 |
| LSMVOS: Long-Short-Term Similarity Matching for Video Object | Sep 2, 2020 | ObjectOptical Flow Estimation | CodeCode Available | 0 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 |
| ScribbleBox: Interactive Annotation Framework for Video Object Segmentation | Aug 22, 2020 | ObjectSegmentation | —Unverified | 0 |
| MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation | Aug 20, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline | Aug 16, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping | Aug 16, 2020 | Continual LearningObject | —Unverified | 0 |
| Curriculum Learning for Recurrent Video Object Segmentation | Aug 15, 2020 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation | Aug 4, 2020 | RGB Salient Object DetectionSemantic Segmentation | —Unverified | 0 |
| Self-supervised Object Tracking with Cycle-consistent Siamese Networks | Aug 3, 2020 | ObjectObject Tracking | CodeCode Available | 1 |
| URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark | Aug 1, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Memory Selection Network for Video Propagation | Aug 1, 2020 | ColorizationSemantic Segmentation | —Unverified | 0 |
| Unsupervised Video Object Segmentation with Joint Hotspot Tracking | Aug 1, 2020 | Gaze EstimationObject | —Unverified | 0 |
| Kernelized Memory Network for Video Object Segmentation | Jul 16, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Interactive Video Object Segmentation Using Global and Local Transfer Modules | Jul 16, 2020 | DecoderInteractive Video Object Segmentation | CodeCode Available | 1 |
| Video Object Segmentation with Episodic Graph Memory Networks | Jul 14, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching | Jul 11, 2020 | ObjectObject Tracking | —Unverified | 0 |
| Learning Object Depth from Camera Motion and Video Object Segmentation | Jul 11, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Motion Prediction in Visual Object Tracking | Jul 1, 2020 | Autonomous Drivingmotion prediction | —Unverified | 0 |
