| Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation | Aug 13, 2023 | Semantic SegmentationVideo Object Segmentation | CodeCode Available | 1 | 5 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames | Mar 28, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Lucid Data Dreaming for Video Object Segmentation | Mar 28, 2017 | Multiple Object TrackingObject | CodeCode Available | 0 | 5 |
| Efficient Video Object Segmentation via Network Modulation | Feb 4, 2018 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Temporal Transductive Inference for Few-Shot Video Object Segmentation | Mar 27, 2022 | Meta-LearningObject | CodeCode Available | 0 | 5 |
| LSMVOS: Long-Short-Term Similarity Matching for Video Object | Sep 2, 2020 | ObjectOptical Flow Estimation | CodeCode Available | 0 | 5 |
| LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training | Aug 22, 2023 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Box Supervised Video Segmentation Proposal Network | Feb 14, 2022 | Image SegmentationMotion Compensation | CodeCode Available | 0 | 5 |
| Stable Mean Teacher for Semi-supervised Video Action Detection | Dec 10, 2024 | Action DetectionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Sub-token ViT Embedding via Stochastic Resonance Transformers | Oct 6, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 0 | 5 |
| ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts | May 24, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Spatiotemporal CNN for Video Object Segmentation | Apr 4, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Adaptive Temporal Encoding Network for Video Instance-level Human Parsing | Aug 2, 2018 | Human ParsingSegmentation | CodeCode Available | 0 | 5 |
| Learning Video Object Segmentation from Static Images | Dec 8, 2016 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Learning Unsupervised Video Object Segmentation Through Visual Attention | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Separable Structure Modeling for Semi-supervised Video Object Segmentation | Feb 18, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 | 5 |
| Boosting Video Object Segmentation based on Scale Inconsistency | May 2, 2022 | ObjectSemantic Segmentation | CodeCode Available | 0 | 5 |
| Shifting More Attention to Video Salient Object Detection | Jun 1, 2019 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning | Sep 27, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Siamese Network with Interactive Transformer for Video Object Segmentation | Dec 28, 2021 | DecoderObject | CodeCode Available | 0 | 5 |
| DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation | Sep 27, 2019 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 | 5 |
| Self-supervised Amodal Video Object Segmentation | Oct 23, 2022 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical video | Jul 22, 2024 | DisentanglementKnowledge Distillation | CodeCode Available | 0 | 5 |
| Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOS | Aug 29, 2024 | ObjectObject Recognition | CodeCode Available | 0 | 5 |
| Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples | Sep 5, 2023 | Referring Video Object SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| SegFlow: Joint Learning for Video Object Segmentation and Optical Flow | Sep 20, 2017 | Image SegmentationObject | CodeCode Available | 0 | 5 |
| Learning Correspondence from the Cycle-Consistency of Time | Mar 18, 2019 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Semi-supervised Active Learning for Video Action Detection | Dec 12, 2023 | Action DetectionActive Learning | CodeCode Available | 0 | 5 |
| Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object Segmentation | Jul 31, 2024 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Adaptive Memory Management for Video Object Segmentation | Apr 13, 2022 | ManagementObject | CodeCode Available | 0 | 5 |
| Revisiting Click-based Interactive Video Object Segmentation | Mar 3, 2022 | Interactive Video Object SegmentationObject | CodeCode Available | 0 | 5 |
| DTOS: Dynamic Time Object Sensing with Large Multimodal Model | Jan 1, 2025 | Moment RetrievalReferring Video Object Segmentation | CodeCode Available | 0 | 5 |
| Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory | Apr 25, 2020 | DecoderObject | CodeCode Available | 0 | 5 |
| Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning | Mar 19, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Adaptive Masked Proxies for Few-Shot Segmentation | Feb 19, 2019 | Continual LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 | 5 |
| ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025 | Mar 30, 2025 | ObjectReferring Video Object Segmentation | CodeCode Available | 0 | 5 |
| RVOS: End-to-End Recurrent Network for Video Object Segmentation | Mar 13, 2019 | GPUObject | CodeCode Available | 0 | 5 |
| Self-supervised Video Object Segmentation | Jun 22, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 | 5 |
| Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation | Apr 6, 2022 | Motion CompensationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Deep Extreme Cut: From Extreme Points to Object Segmentation | Nov 24, 2017 | Instance SegmentationInteractive Segmentation | CodeCode Available | 0 | 5 |
| Illumination-Based Data Augmentation for Robust Background Subtraction | Oct 18, 2019 | Data AugmentationForeground Segmentation | CodeCode Available | 0 | 5 |
| Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching | Oct 10, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 0 | 5 |
| RANet: Ranking Attention Network for Fast Video Object Segmentation | Aug 19, 2019 | DecoderObject | CodeCode Available | 0 | 5 |
| Ground-truth or DAER: Selective Re-query of Secondary Information | Sep 16, 2020 | Object TrackingScene Classification | CodeCode Available | 0 | 5 |
| Holistic Prototype Attention Network for Few-Shot VOS | Jul 16, 2023 | Graph AttentionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation | Jul 2, 2019 | ObjectObject Tracking | CodeCode Available | 0 | 5 |
| PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation | Jul 24, 2018 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 | 5 |
| A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time | Jul 5, 2019 | ClusteringGPU | CodeCode Available | 0 | 5 |
