| Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation | Aug 13, 2023 | Semantic SegmentationVideo Object Segmentation | CodeCode Available | 1 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 |
| Breaking the "Object" in Video Object Segmentation | Dec 12, 2022 | ObjectSemantic Segmentation | —Unverified | 0 |
| Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance | Nov 10, 2022 | object-detectionObject Detection | —Unverified | 0 |
| LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation | Sep 9, 2024 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS | Aug 20, 2024 | Instance SegmentationObject | —Unverified | 0 |
| One-Shot Weakly Supervised Video Object Segmentation | Dec 18, 2019 | ObjectSegmentation | —Unverified | 0 |
| Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation | May 19, 2025 | Referring Video Object SegmentationSemantic Segmentation | —Unverified | 0 |
| Look Before You Match: Instance Understanding Matters in Video Object Segmentation | Dec 13, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| One-shot Training for Video Object Segmentation | May 22, 2024 | ObjectSemantic Segmentation | —Unverified | 0 |
| Addressing Issues with Working Memory in Video Object Segmentation | Oct 29, 2024 | Inductive BiasObject | —Unverified | 0 |
| Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation | Sep 21, 2023 | Semantic SegmentationUnsupervised Video Object Segmentation | —Unverified | 0 |
| 3rd Place Solution for MeViS Track in CVPR 2024 PVUW workshop: Motion Expression guided Video Segmentation | Jun 7, 2024 | Referring Video Object SegmentationSemantic Segmentation | —Unverified | 0 |
| One-Shot Video Inpainting | Feb 28, 2023 | ObjectSegmentation | —Unverified | 0 |
| OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework | Mar 13, 2024 | AllManagement | —Unverified | 0 |
| Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning | Mar 15, 2025 | ObjectSemantic Segmentation | —Unverified | 0 |
| A Semi-Self-Supervised Approach for Dense-Pattern Video Object Segmentation | Jun 7, 2024 | Multi-Task LearningObject | —Unverified | 0 |
| Dual Temporal Memory Network for Efficient Video Object Segmentation | Mar 13, 2020 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| 3D-Aware Instance Segmentation and Tracking in Egocentric Videos | Aug 19, 2024 | 3D Object ReconstructionInstance Segmentation | —Unverified | 0 |
| Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation | Jul 8, 2024 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Object Segmentation Tracking from Generic Video Cues | Oct 5, 2019 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Learning to Sort Image Sequences via Accumulated Temporal Differences | Oct 22, 2020 | Action RecognitionSemantic Segmentation | —Unverified | 0 |
| Learning to Segment Referred Objects from Narrated Egocentric Videos | Jan 1, 2024 | ObjectSegmentation | —Unverified | 0 |
| Learning To Segment Dominant Object Motion From Watching Videos | Nov 28, 2021 | ObjectOptical Flow Estimation | —Unverified | 0 |
| BoLTVOS: Box-Level Tracking for Video Object Segmentation | Apr 9, 2019 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Learning the What and How of Annotation in Video Object Segmentation | Nov 8, 2023 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Learning Spatial-Semantic Features for Robust Video Object Segmentation | Jul 10, 2024 | ObjectSemantic Segmentation | —Unverified | 0 |
| Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation | May 17, 2024 | Referring Expression SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| Learning to Track Any Object | Oct 25, 2019 | Instance SegmentationObject | —Unverified | 0 |
| No More Shortcuts: Realizing the Potential of Temporal Self-Supervision | Dec 20, 2023 | Action ClassificationAttribute | —Unverified | 0 |
| On guiding video object segmentation | Apr 25, 2019 | Foreground SegmentationObject | —Unverified | 0 |
| Learning Referring Video Object Segmentation from Weak Annotation | Aug 4, 2023 | Contrastive LearningObject | —Unverified | 0 |
| Learning Video Object Segmentation with Visual Memory | Apr 19, 2017 | Motion SegmentationObject | —Unverified | 0 |
| Learning Position and Target Consistency for Memory-based Video Object Segmentation | Apr 9, 2021 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Learning Pixel Trajectories with Multiscale Contrastive Random Walks | Jan 20, 2022 | Multiple Object TrackingObject | —Unverified | 0 |
| Multi-person Physics-based Pose Estimation for Combat Sports | Apr 11, 2025 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | —Unverified | 0 |
| Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation | May 29, 2024 | Domain GeneralizationLifelong learning | —Unverified | 0 |
| LIP: Learning Instance Propagation for Video Object Segmentation | Sep 30, 2019 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning | Apr 9, 2018 | Metric LearningObject | —Unverified | 0 |
| Multi-Object Tracking and Segmentation with a Space-Time Memory Network | Oct 21, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Efficient MRF Energy Propagation for Video Segmentation via Bilateral Filters | Jan 22, 2013 | ObjectSegmentation | —Unverified | 0 |
| Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation | Aug 4, 2020 | RGB Salient Object DetectionSemantic Segmentation | —Unverified | 0 |
| 360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos | Apr 22, 2024 | ObjectObject Tracking | —Unverified | 0 |
| Discriminative Online Learning for Fast Video Object Segmentation | Apr 18, 2019 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection | Mar 29, 2020 | Action SegmentationSegmentation | —Unverified | 0 |
| BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation | Aug 1, 2022 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time | Dec 15, 2022 | ClusteringGPU | —Unverified | 0 |
| Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs | May 14, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| Key Instance Selection for Unsupervised Video Object Segmentation | Jun 18, 2019 | ObjectSegmentation | —Unverified | 0 |
