| The 2018 DAVIS Challenge on Video Object Segmentation | Mar 1, 2018 | Interactive SegmentationObject | —Unverified | 0 | 0 |
| The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation | May 2, 2019 | ObjectSegmentation | —Unverified | 0 | 0 |
| The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation | Aug 22, 2024 | Referring Video Object SegmentationSegmentation | —Unverified | 0 | 0 |
| The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution | Aug 20, 2024 | Referring Video Object SegmentationRetrieval | —Unverified | 0 | 0 |
| 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 | 0 |
| THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation | Jun 7, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping | Aug 16, 2020 | Continual LearningObject | —Unverified | 0 | 0 |
| TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut | Sep 1, 2022 | Object DiscoverySaliency Detection | —Unverified | 0 | 0 |
| Towards Good Practices for Video Object Segmentation | Sep 30, 2019 | BIG-bench Machine LearningObject | —Unverified | 0 | 0 |
| Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation | Nov 28, 2024 | 3D ReconstructionSegmentation | —Unverified | 0 | 0 |
| Training-Free Robust Interactive Video Object Segmentation | Jun 8, 2024 | Interactive Video Object SegmentationObject | —Unverified | 0 | 0 |
| TrickVOS: A Bag of Tricks for Video Object Segmentation | Jun 27, 2023 | DecoderObject | —Unverified | 0 | 0 |
| Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation | Mar 8, 2023 | DecoderObject | —Unverified | 0 | 0 |
| Two-Stream Networks for Object Segmentation in Videos | Aug 8, 2022 | ObjectRetrieval | —Unverified | 0 | 0 |
| Understanding Video Transformers via Universal Concept Discovery | Jan 19, 2024 | Action RecognitionDecision Making | —Unverified | 0 | 0 |
| U-Net Based Multi-instance Video Object Segmentation | May 19, 2019 | Instance SegmentationObject | —Unverified | 0 | 0 |
| UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track | Aug 19, 2024 | Referring Video Object SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Unsupervised RGBD Video Object Segmentation Using GANs | Nov 5, 2018 | ObjectSegmentation | —Unverified | 0 | 0 |
| Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation | Sep 4, 2018 | Deep LearningOptical Flow Estimation | —Unverified | 0 | 0 |
| Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation | Dec 19, 2018 | Instance SegmentationObject | —Unverified | 0 | 0 |
| Unsupervised Video Object Segmentation with Motion-based Bilateral Networks | Sep 1, 2018 | ObjectSegmentation | —Unverified | 0 | 0 |
| Unsupervised Video Object Segmentation with Joint Hotspot Tracking | Aug 1, 2020 | Gaze EstimationObject | —Unverified | 0 | 0 |
| Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning | Jan 1, 2023 | ObjectPseudo Label | —Unverified | 0 | 0 |
| Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning | Dec 24, 2016 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Value of Temporal Dynamics Information in Driving Scene Segmentation | Mar 21, 2019 | Scene SegmentationSegmentation | —Unverified | 0 | 0 |
| VideoClick: Video Object Segmentation with a Single Click | Jan 16, 2021 | ObjectSegmentation | —Unverified | 0 | 0 |
| Video Decomposition Prior: A Methodology to Decompose Videos into Layers | Dec 6, 2024 | Semantic SegmentationVideo Editing | —Unverified | 0 | 0 |
| Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies | May 29, 2013 | ObjectPose Estimation | —Unverified | 0 | 0 |
| VideoMatch: Matching based Video Object Segmentation | Sep 4, 2018 | MemorizationObject | —Unverified | 0 | 0 |
| Video Object of Interest Segmentation | Dec 6, 2022 | DecoderObject | —Unverified | 0 | 0 |
| Video Object Segmentation and Tracking: A Survey | Apr 19, 2019 | Autonomous VehiclesObject | —Unverified | 0 | 0 |
| Video Object Segmentation by Learning Location-Sensitive Embeddings | Sep 1, 2018 | ObjectSemantic Segmentation | —Unverified | 0 | 0 |
| Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions | Jun 1, 2013 | ObjectOptical Flow Estimation | —Unverified | 0 | 0 |
| Video Object Segmentation Using Global and Instance Embedding Learning | Jun 19, 2021 | ObjectRelation | —Unverified | 0 | 0 |
| Video Object Segmentation using Tracked Object Proposals | Jul 20, 2017 | Objectobject-detection | —Unverified | 0 | 0 |
| Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track | Aug 19, 2024 | ObjectSegmentation | —Unverified | 0 | 0 |
| Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation | Mar 12, 2018 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 | 0 |
| Video Object Segmentation with Language Referring Expressions | Mar 21, 2018 | ObjectReferring Expression Segmentation | —Unverified | 0 | 0 |
| Video Object Segmentation Without Temporal Information | Sep 18, 2017 | Foreground SegmentationObject | —Unverified | 0 | 0 |
| Video Propagation Networks | Dec 16, 2016 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Video Salient Object Detection Using Spatiotemporal Deep Features | Aug 4, 2017 | Objectobject-detection | —Unverified | 0 | 0 |
| Video Salient Object Detection via Contrastive Features and Attention Modules | Nov 3, 2021 | Contrastive LearningObject | —Unverified | 0 | 0 |
| Video Segmentation via Object Flow | Jun 1, 2016 | ObjectOptical Flow Estimation | —Unverified | 0 | 0 |
| VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models | Nov 30, 2023 | Semantic SegmentationVideo Editing | —Unverified | 0 | 0 |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview | Nov 13, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos | Mar 24, 2018 | Motion EstimationPrediction | —Unverified | 0 | 0 |
| YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset | Jan 1, 2022 | ManagementSegmentation | —Unverified | 0 | 0 |
| YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark | Sep 6, 2018 | Image SegmentationObject | —Unverified | 0 | 0 |
| Zero-Shot 4D Lidar Panoptic Segmentation | Apr 1, 2025 | DiversityPanoptic Segmentation | —Unverified | 0 | 0 |
| Zero-Shot Open-Vocabulary Tracking with Large Pre-Trained Models | Oct 10, 2023 | ObjectObject Tracking | —Unverified | 0 | 0 |
