| ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification | Nov 5, 2023 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| SpVOS: Efficient Video Object Segmentation with Triple Sparse Convolution | Oct 23, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| Zero-Shot Open-Vocabulary Tracking with Large Pre-Trained Models | Oct 10, 2023 | ObjectObject Tracking | —Unverified | 0 |
| Sub-token ViT Embedding via Stochastic Resonance Transformers | Oct 6, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| CoralVOS: Dataset and Benchmark for Coral Video Segmentation | Oct 3, 2023 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Memory-Efficient Continual Learning Object Segmentation for Long Video | Sep 26, 2023 | Continual LearningObject | —Unverified | 0 |
| Adversarial Attacks on Video Object Segmentation with Hard Region Discovery | Sep 25, 2023 | Autonomous DrivingObject | —Unverified | 0 |
| Fully Transformer-Equipped Architecture for End-to-End Referring Video Object Segmentation | Sep 21, 2023 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation | Sep 21, 2023 | Semantic SegmentationUnsupervised Video Object Segmentation | —Unverified | 0 |
| Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation | Sep 20, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Temporal Collection and Distribution for Referring Video Object Segmentation | Sep 7, 2023 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| Robust Visual Tracking by Motion Analyzing | Sep 6, 2023 | Object TrackingSegmentation | —Unverified | 0 |
| Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples | Sep 5, 2023 | Referring Video Object SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Joint Modeling of Feature, Correspondence, and a Compressed Memory for Video Object Segmentation | Aug 25, 2023 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training | Aug 22, 2023 | ObjectObject Discovery | CodeCode Available | 0 |
| Scalable Video Object Segmentation with Simplified Framework | Aug 19, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| Expression Prompt Collaboration Transformer for Universal Referring Video Object Segmentation | Aug 8, 2023 | Contrastive LearningObject | CodeCode Available | 0 |
| Learning Referring Video Object Segmentation from Weak Annotation | Aug 4, 2023 | Contrastive LearningObject | —Unverified | 0 |
| Hierarchical Spatiotemporal Transformers for Video Object Segmentation | Jul 17, 2023 | Inductive BiasObject | —Unverified | 0 |
| Holistic Prototype Attention Network for Few-Shot VOS | Jul 16, 2023 | Graph AttentionSemantic Segmentation | CodeCode Available | 0 |
| Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation | Jul 15, 2023 | DecoderSegmentation | CodeCode Available | 0 |
| FODVid: Flow-guided Object Discovery in Videos | Jul 10, 2023 | ObjectObject Discovery | —Unverified | 0 |
| ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking | Jul 5, 2023 | ObjectObject Tracking | —Unverified | 0 |
| ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: Semi-Supervised Video Object Segmentation | Jul 5, 2023 | ObjectPosition | —Unverified | 0 |
| Bidirectional Correlation-Driven Inter-Frame Interaction Transformer for Referring Video Object Segmentation | Jul 2, 2023 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| TrickVOS: A Bag of Tricks for Video Object Segmentation | Jun 27, 2023 | DecoderObject | —Unverified | 0 |
| Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering | Jun 21, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| AutoDepthNet: High Frame Rate Depth Map Reconstruction using Commodity Depth and RGB Cameras | May 24, 2023 | Depth EstimationGPU | —Unverified | 0 |
| Siamese Masked Autoencoders | May 23, 2023 | Data AugmentationDecoder | —Unverified | 0 |
| READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation | May 22, 2023 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 0 |
| Robust and Efficient Memory Network for Video Object Segmentation | Apr 24, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| MED-VT++: Unifying Multimodal Learning with a Multiscale Encoder-Decoder Video Transformer | Apr 12, 2023 | Action SegmentationDecoder | —Unverified | 0 |
| CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning | Apr 9, 2023 | Continual LearningSemantic Segmentation | CodeCode Available | 0 |
| Co-attention Propagation Network for Zero-Shot Video Object Segmentation | Apr 8, 2023 | DecoderOptical Flow Estimation | CodeCode Available | 0 |
| Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation | Mar 17, 2023 | SegmentationSelf-Supervised Learning | CodeCode Available | 0 |
| MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation | Mar 14, 2023 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation | Mar 8, 2023 | DecoderObject | —Unverified | 0 |
| One-Shot Video Inpainting | Feb 28, 2023 | ObjectSegmentation | —Unverified | 0 |
| Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation | Jan 29, 2023 | Instance SegmentationObject | —Unverified | 0 |
| Flow-guided Semi-supervised Video Object Segmentation | Jan 25, 2023 | DecoderObject | —Unverified | 0 |
| SegGPT: Towards Segmenting Everything in Context | Jan 1, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | —Unverified | 0 |
| Segment Every Reference Object in Spatial and Temporal Spaces | Jan 1, 2023 | Image SegmentationObject | —Unverified | 0 |
| Video State-Changing Object Segmentation | Jan 1, 2023 | ObjectRepresentation Learning | CodeCode Available | 0 |
| Robust Referring Video Object Segmentation with Cyclic Structural Consensus | Jan 1, 2023 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning | Jan 1, 2023 | ObjectPseudo Label | —Unverified | 0 |
| HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation | Jan 1, 2023 | multimodal interactionObject | —Unverified | 0 |
| Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation | Jan 1, 2023 | RetrievalSemantic Segmentation | —Unverified | 0 |
| Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy | Dec 17, 2022 | MisconceptionsObject | —Unverified | 0 |
| Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time | Dec 15, 2022 | ClusteringGPU | —Unverified | 0 |
| Look Before You Match: Instance Understanding Matters in Video Object Segmentation | Dec 13, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
