| Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders | Oct 9, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation via Prototype Memory Network | Sep 8, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation | Sep 4, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| Pixel-Level Equalized Matching for Video Object Segmentation | Sep 4, 2022 | ObjectSemantic Segmentation | —Unverified | 0 |
| TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut | Sep 1, 2022 | Object DiscoverySaliency Detection | —Unverified | 0 |
| SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization | Aug 22, 2022 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 1 |
| Two-Stream Networks for Object Segmentation in Videos | Aug 8, 2022 | ObjectRetrieval | —Unverified | 0 |
| Per-Clip Video Object Segmentation | Aug 3, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation | Aug 1, 2022 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Multi-Attention Network for Compressed Video Referring Object Segmentation | Jul 26, 2022 | ObjectReferring Expression Segmentation | CodeCode Available | 1 |
| In Defense of Online Models for Video Instance Segmentation | Jul 21, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 2 |
| Semantic-Aware Fine-Grained Correspondence | Jul 21, 2022 | Pose TrackingSelf-Supervised Learning | CodeCode Available | 1 |
| Region Aware Video Object Segmentation with Deep Motion Modeling | Jul 21, 2022 | DecoderObject | —Unverified | 0 |
| Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation | Jul 18, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Tackling Background Distraction in Video Object Segmentation | Jul 14, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model | Jul 14, 2022 | 2D Human Pose Estimation2D Object Detection | CodeCode Available | 3 |
| SiamMask: A Framework for Fast Online Object Tracking and Segmentation | Jul 5, 2022 | Multiple Object TrackingObject | CodeCode Available | 4 |
| Towards Robust Referring Video Object Segmentation with Cyclic Relational Consensus | Jul 4, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| Towards Robust Video Object Segmentation with Adaptive Object Calibration | Jul 2, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation | Jun 24, 2022 | Objectobject-detection | —Unverified | 0 |
| 5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation | Jun 20, 2022 | ObjectSegmentation | —Unverified | 0 |
| Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation | Jun 8, 2022 | DenoisingReferring Video Object Segmentation | CodeCode Available | 1 |
| A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information | Jun 6, 2022 | Action RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Collaborative Attention Memory Network for Video Object Segmentation | May 17, 2022 | ObjectSegmentation | —Unverified | 0 |
| Recurrent Dynamic Embedding for Video Object Segmentation | May 8, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Boosting Video Object Segmentation based on Scale Inconsistency | May 2, 2022 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging | Apr 22, 2022 | ObjectSegmentation | —Unverified | 0 |
| Adaptive Memory Management for Video Object Segmentation | Apr 13, 2022 | ManagementObject | CodeCode Available | 0 |
| Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation | Apr 6, 2022 | Motion CompensationSemantic Segmentation | CodeCode Available | 0 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Video Polyp Segmentation: A Deep Learning Perspective | Mar 27, 2022 | AttributeDeep Learning | CodeCode Available | 2 |
| Temporal Transductive Inference for Few-Shot Video Object Segmentation | Mar 27, 2022 | Meta-LearningObject | CodeCode Available | 0 |
| Scalable Video Object Segmentation with Identification Mechanism | Mar 22, 2022 | ObjectSegmentation | CodeCode Available | 2 |
| Robust Visual Tracking by Segmentation | Mar 21, 2022 | DecoderObject Tracking | CodeCode Available | 1 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| End-to-End Semi-Supervised Learning for Video Action Detection | Mar 8, 2022 | Action DetectionClassification Consistency | CodeCode Available | 1 |
| Revisiting Click-based Interactive Video Object Segmentation | Mar 3, 2022 | Interactive Video Object SegmentationObject | CodeCode Available | 0 |
| Box Supervised Video Segmentation Proposal Network | Feb 14, 2022 | Image SegmentationMotion Compensation | CodeCode Available | 0 |
| Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks | Jan 25, 2022 | Action RecognitionObject | —Unverified | 0 |
| Learning Pixel Trajectories with Multiscale Contrastive Random Walks | Jan 20, 2022 | Multiple Object TrackingObject | —Unverified | 0 |
| Language as Queries for Referring Video Object Segmentation | Jan 3, 2022 | ObjectObject Tracking | CodeCode Available | 2 |
| Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks | Jan 1, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation | Jan 1, 2022 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset | Jan 1, 2022 | ManagementSegmentation | —Unverified | 0 |
| Siamese Network with Interactive Transformer for Video Object Segmentation | Dec 28, 2021 | DecoderObject | CodeCode Available | 0 |
