| Event-Free Moving Object Segmentation from Moving Ego Vehicle | Apr 28, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Robust and Efficient Memory Network for Video Object Segmentation | Apr 24, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 |
| Segment Everything Everywhere All at Once | Apr 13, 2023 | AllDecoder | CodeCode Available | 1 |
| Boosting Video Object Segmentation via Space-time Correspondence Learning | Apr 13, 2023 | ObjectSegmentation | CodeCode Available | 1 |
| 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 |
| SegGPT: Segmenting Everything In Context | Apr 6, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | CodeCode Available | 4 |
| DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks | Apr 2, 2023 | DiversityObject Tracking | CodeCode Available | 1 |
| Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation | Mar 25, 2023 | Semantic SegmentationVideo Object Segmentation | CodeCode Available | 1 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 |
| Two-shot Video Object Segmentation | Mar 21, 2023 | ObjectPseudo Label | CodeCode Available | 1 |
| Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation | Mar 18, 2023 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation | Mar 17, 2023 | SegmentationSelf-Supervised Learning | CodeCode Available | 0 |
| Guided Slot Attention for Unsupervised Video Object Segmentation | Mar 15, 2023 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| 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 |
| Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot Interaction | Feb 7, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| MOSE: A New Dataset for Video Object Segmentation in Complex Scenes | Feb 3, 2023 | ObjectSegmentation | CodeCode Available | 2 |
| 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 |
| TarViS: A Unified Approach for Target-based Video Segmentation | Jan 6, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning | Jan 1, 2023 | ObjectPseudo Label | —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 |
| SegGPT: Towards Segmenting Everything in Context | Jan 1, 2023 | Few-Shot Semantic SegmentationIn-Context Learning | —Unverified | 0 |
| HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation | Jan 1, 2023 | multimodal interactionObject | —Unverified | 0 |
| Video Object Segmentation-aware Video Frame Interpolation | Jan 1, 2023 | ObjectPose Estimation | CodeCode Available | 1 |
| Segment Every Reference Object in Spatial and Temporal Spaces | Jan 1, 2023 | Image SegmentationObject | —Unverified | 0 |
| Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation | Jan 1, 2023 | RetrievalSemantic Segmentation | —Unverified | 0 |
| End-to-End Video Matting With Trimap Propagation | Jan 1, 2023 | Image MattingSegmentation | CodeCode Available | 1 |
| 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation | Dec 27, 2022 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| 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 |
| Breaking the "Object" in Video Object Segmentation | Dec 12, 2022 | ObjectSemantic Segmentation | —Unverified | 0 |
| Video Object of Interest Segmentation | Dec 6, 2022 | DecoderObject | —Unverified | 0 |
| Learning to Learn Better for Video Object Segmentation | Dec 5, 2022 | Inductive LearningObject | CodeCode Available | 1 |
| Dual Prototype Attention for Unsupervised Video Object Segmentation | Nov 22, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| LVOS: A Benchmark for Long-term Video Object Segmentation | Nov 18, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview | Nov 13, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance | Nov 10, 2022 | object-detectionObject Detection | —Unverified | 0 |
| Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks | Nov 3, 2022 | Action RecognitionInstance Segmentation | —Unverified | 0 |
| Two-Level Temporal Relation Model for Online Video Instance Segmentation | Oct 30, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| VLT: Vision-Language Transformer and Query Generation for Referring Segmentation | Oct 28, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 2 |
| Self-supervised Amodal Video Object Segmentation | Oct 23, 2022 | ObjectSegmentation | CodeCode Available | 0 |
| Decoupling Features in Hierarchical Propagation for Video Object Segmentation | Oct 18, 2022 | ObjectSemantic Segmentation | CodeCode Available | 2 |
| Global Spectral Filter Memory Network for Video Object Segmentation | Oct 11, 2022 | AttributeDecoder | CodeCode Available | 1 |
