| PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild | Apr 15, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection | Sep 1, 2018 | GPUObject | —Unverified | 0 |
| Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks | Nov 3, 2022 | Action RecognitionInstance Segmentation | —Unverified | 0 |
| ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation | Jun 14, 2018 | ObjectPosition | —Unverified | 0 |
| Reducing the Annotation Effort for Video Object Segmentation Datasets | Nov 2, 2020 | ObjectSemantic Segmentation | —Unverified | 0 |
| ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations | Jan 24, 2025 | DecoderObject | —Unverified | 0 |
| Bidirectional Correlation-Driven Inter-Frame Interaction Transformer for Referring Video Object Segmentation | Jul 2, 2023 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| Region Aware Video Object Segmentation with Deep Motion Modeling | Jul 21, 2022 | DecoderObject | —Unverified | 0 |
| Region-based Particle Filter for Video Object Segmentation | Jun 1, 2014 | ClusteringObject | —Unverified | 0 |
| Reinforcement Cutting-Agent Learning for Video Object Segmentation | Jun 1, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation | Jun 2, 2021 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Rethinking Image-to-Video Adaptation: An Object-centric Perspective | Jul 9, 2024 | Action RecognitionObject | —Unverified | 0 |
| RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory | Apr 23, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| RMem: Restricted Memory Banks Improve Video Object Segmentation | Jun 12, 2024 | ObjectSemantic Segmentation | —Unverified | 0 |
| Robust and Efficient Memory Network for Video Object Segmentation | Apr 24, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| Robust Referring Video Object Segmentation with Cyclic Structural Consensus | Jan 1, 2023 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| Robust Visual Tracking by Motion Analyzing | Sep 6, 2023 | Object TrackingSegmentation | —Unverified | 0 |
| RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation | Sep 29, 2019 | ObjectSegmentation | —Unverified | 0 |
| SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines | Jun 1, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Saliency-Aware Geodesic Video Object Segmentation | Jun 1, 2015 | ObjectSegmentation | —Unverified | 0 |
| Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation | Apr 8, 2025 | Optical Flow EstimationSalient Object Detection | —Unverified | 0 |
| Scalable Video Object Segmentation with Simplified Framework | Aug 19, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| ScribbleBox: Interactive Annotation Framework for Video Object Segmentation | Aug 22, 2020 | ObjectSegmentation | —Unverified | 0 |
| SeamSeg: Video Object Segmentation using Patch Seams | Jun 1, 2014 | ObjectSemantic Segmentation | —Unverified | 0 |
| SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction | Jul 21, 2025 | ObjectSegmentation | —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 |
| Self-Occlusions and Disocclusions in Causal Video Object Segmentation | Dec 1, 2015 | ObjectSemantic Segmentation | —Unverified | 0 |
| Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention | Jan 25, 2024 | Knowledge DistillationObject | —Unverified | 0 |
| Self-supervised Video Object Segmentation by Motion Grouping | Apr 15, 2021 | Motion SegmentationObject | —Unverified | 0 |
| Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging | Apr 22, 2022 | ObjectSegmentation | —Unverified | 0 |
| Semantically-Guided Video Object Segmentation | Apr 6, 2017 | ObjectSegmentation | —Unverified | 0 |
| Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks | Jan 25, 2022 | Action RecognitionObject | —Unverified | 0 |
| Semantic and Sequential Alignment for Referring Video Object Segmentation | Jan 1, 2025 | Instance SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| Semi-Supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation | Jun 7, 2016 | Domain AdaptationSegmentation | —Unverified | 0 |
| Sequential Clique Optimization for Video Object Segmentation | Sep 1, 2018 | Objectobject-detection | —Unverified | 0 |
| Shifted Chunk Transformer for Spatio-Temporal Representational Learning | Aug 26, 2021 | Action AnticipationAction Recognition | —Unverified | 0 |
| Siamese Masked Autoencoders | May 23, 2023 | Data AugmentationDecoder | —Unverified | 0 |
| SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation | Nov 30, 2023 | Objectobject-detection | —Unverified | 0 |
| Sketch-based Video Object Segmentation: Benchmark and Analysis | Nov 13, 2023 | ObjectSegmentation | —Unverified | 0 |
| Spacetime Graph Optimization for Video Object Segmentation | Jul 7, 2019 | ClusteringObject | —Unverified | 0 |
| Space Time Recurrent Memory Network | Sep 14, 2021 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Space-time Reinforcement Network for Video Object Segmentation | May 7, 2024 | ObjectSemantic Segmentation | —Unverified | 0 |
| Spatial-Temporal Multi-level Association for Video Object Segmentation | Apr 9, 2024 | ObjectSegmentation | —Unverified | 0 |
| Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation | Dec 10, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos | Jul 1, 2017 | ObjectSemantic Segmentation | —Unverified | 0 |
| SpVOS: Efficient Video Object Segmentation with Triple Sparse Convolution | Oct 23, 2023 | ObjectSemantic Segmentation | —Unverified | 0 |
| STSeg-Complex Video Object Segmentation: The 1st Solution for 4th PVUW MOSE Challenge | Apr 11, 2025 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Submodular video object proposal selection for semantic object segmentation | Jul 8, 2024 | ObjectSegmentation | —Unverified | 0 |
| Superpixel-Based Video Object Segmentation Using Perceptual Organization and Location Prior | Jun 1, 2015 | Foreground SegmentationSegmentation | —Unverified | 0 |
