| Learning Video Object Segmentation with Visual Memory | Apr 19, 2017 | Motion SegmentationObject | —Unverified | 0 |
| Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning | Mar 15, 2025 | ObjectSemantic Segmentation | —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 |
| 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 |
| LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS | Aug 20, 2024 | Instance SegmentationObject | —Unverified | 0 |
| LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation | Sep 9, 2024 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and Tracking | Dec 13, 2023 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Mask Propagation Network for Video Object Segmentation | Oct 24, 2018 | Instance SegmentationObject | —Unverified | 0 |
| MaskRNN: Instance Level Video Object Segmentation | Mar 29, 2018 | ObjectSegmentation | —Unverified | 0 |
| Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation | Jan 29, 2023 | Instance SegmentationObject | —Unverified | 0 |
| MED-VT++: Unifying Multimodal Learning with a Multiscale Encoder-Decoder Video Transformer | Apr 12, 2023 | Action SegmentationDecoder | —Unverified | 0 |
| Memory Aggregation Networks for Efficient Interactive Video Object Segmentation | Mar 30, 2020 | Interactive Video Object SegmentationObject | —Unverified | 0 |
| Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation | Jul 13, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Memory-Efficient Continual Learning Object Segmentation for Long Video | Sep 26, 2023 | Continual LearningObject | —Unverified | 0 |
| Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation | Sep 22, 2024 | Semantic SegmentationSemi-Supervised Video Object Segmentation | —Unverified | 0 |
| Memory Selection Network for Video Propagation | Aug 1, 2020 | ColorizationSemantic Segmentation | —Unverified | 0 |
| MeNToS: Tracklets Association with a Space-Time Memory Network | Jul 15, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation | Sep 28, 2019 | FormMeta-Learning | —Unverified | 0 |
| MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation | Mar 14, 2023 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| MoNet: Deep Motion Exploitation for Video Object Segmentation | Jun 1, 2018 | ObjectOptical Flow Estimation | —Unverified | 0 |
| MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection | Apr 30, 2025 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| Motion-Guided Cascaded Refinement Network for Video Object Segmentation | Jun 1, 2018 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Motion Prediction in Visual Object Tracking | Jul 1, 2020 | Autonomous Drivingmotion prediction | —Unverified | 0 |
| Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation | Feb 14, 2024 | DecoderObject | —Unverified | 0 |
| Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space | Aug 14, 2018 | ClusteringObject | —Unverified | 0 |
| Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation | Jan 1, 2022 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| Multi-Object Tracking and Segmentation with a Space-Time Memory Network | Oct 21, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Multi-person Physics-based Pose Estimation for Combat Sports | Apr 11, 2025 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | —Unverified | 0 |
| MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation | Nov 29, 2021 | ObjectSemantic Segmentation | —Unverified | 0 |
| MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation | Jul 10, 2025 | NeRFObject | —Unverified | 0 |
| No More Shortcuts: Realizing the Potential of Temporal Self-Supervision | Dec 20, 2023 | Action ClassificationAttribute | —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 |
| One-shot Training for Video Object Segmentation | May 22, 2024 | ObjectSemantic Segmentation | —Unverified | 0 |
| One-Shot Video Inpainting | Feb 28, 2023 | ObjectSegmentation | —Unverified | 0 |
| One-Shot Weakly Supervised Video Object Segmentation | Dec 18, 2019 | ObjectSegmentation | —Unverified | 0 |
| OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework | Mar 13, 2024 | AllManagement | —Unverified | 0 |
| On guiding video object segmentation | Apr 25, 2019 | Foreground SegmentationObject | —Unverified | 0 |
| Online Adaptation of Convolutional Neural Networks for Video Object Segmentation | Jun 28, 2017 | ObjectSegmentation | —Unverified | 0 |
| Online Video Object Segmentation via Convolutional Trident Network | Jul 1, 2017 | ObjectOptical Flow Estimation | —Unverified | 0 |
| OVSNet : Towards One-Pass Real-Time Video Object Segmentation | May 24, 2019 | Objectobject-detection | —Unverified | 0 |
| Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams | Apr 3, 2019 | Hard Attentionobject-detection | —Unverified | 0 |
| Pixel-Level Equalized Matching for Video Object Segmentation | Sep 4, 2022 | ObjectSemantic Segmentation | —Unverified | 0 |
| Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks | Aug 17, 2017 | Feature CompressionObject | —Unverified | 0 |
| PMVOS: Pixel-Level Matching-Based Video Object Segmentation | Sep 18, 2020 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Point-VOS: Pointing Up Video Object Segmentation | Feb 8, 2024 | ObjectSemantic Segmentation | —Unverified | 0 |
| Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions | Jun 1, 2016 | ObjectSegmentation | —Unverified | 0 |
| Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow | Oct 1, 2017 | Semantic SegmentationSuperpixels | —Unverified | 0 |
