| Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier | Dec 23, 2021 | ObjectSemantic Segmentation | —Unverified | 0 |
| A Discriminative Single-Shot Segmentation Network for Visual Object Tracking | Dec 22, 2021 | ObjectObject Tracking | —Unverified | 0 |
| HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images | Dec 16, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 |
| Reliable Propagation-Correction Modulation for Video Object Segmentation | Dec 6, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation | Nov 29, 2021 | ObjectSemantic Segmentation | —Unverified | 0 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| Learning To Segment Dominant Object Motion From Watching Videos | Nov 28, 2021 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Hierarchical interaction network for video object segmentation from referring expressions | Nov 22, 2021 | Optical Flow EstimationReferring Expression Segmentation | —Unverified | 0 |
| FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation | Nov 20, 2021 | ObjectOptical Flow Estimation | —Unverified | 0 |
| FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow | Nov 20, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Video Salient Object Detection via Contrastive Features and Attention Modules | Nov 3, 2021 | Contrastive LearningObject | —Unverified | 0 |
| Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective | Nov 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation | Oct 27, 2021 | Objectobject-detection | —Unverified | 0 |
| Multi-Object Tracking and Segmentation with a Space-Time Memory Network | Oct 21, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Pixel-Level Bijective Matching for Video Object Segmentation | Oct 4, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Hierarchical Memory Matching Network for Video Object Segmentation | Sep 23, 2021 | ObjectRetrieval | CodeCode Available | 1 |
| Space Time Recurrent Memory Network | Sep 14, 2021 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Shifted Chunk Transformer for Spatio-Temporal Representational Learning | Aug 26, 2021 | Action AnticipationAction Recognition | —Unverified | 0 |
| VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection | Aug 19, 2021 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation | Aug 11, 2021 | Depth EstimationObject | CodeCode Available | 1 |
| Joint Inductive and Transductive Learning for Video Object Segmentation | Aug 8, 2021 | Inductive LearningObject | CodeCode Available | 1 |
| Full-Duplex Strategy for Video Object Segmentation | Aug 6, 2021 | ObjectObject Detection | CodeCode Available | 1 |
| Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation | Jul 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Accelerating Video Object Segmentation with Compressed Video | Jul 26, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| MeNToS: Tracklets Association with a Space-Time Memory Network | Jul 15, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Fast Pixel-Matching for Video Object Segmentation | Jul 9, 2021 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Do Different Tracking Tasks Require Different Appearance Models? | Jul 5, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Reciprocal Transformations for Unsupervised Video Object Segmentation | Jun 19, 2021 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 |
| Video Object Segmentation Using Global and Instance Embedding Learning | Jun 19, 2021 | ObjectRelation | —Unverified | 0 |
| MSN: Efficient Online Mask Selection Network for Video Instance Segmentation | Jun 19, 2021 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation | Jun 9, 2021 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 1 |
| SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation | Jun 8, 2021 | Objectobject-detection | CodeCode Available | 1 |
| ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias | Jun 7, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| Associating Objects with Transformers for Video Object Segmentation | Jun 4, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation | Jun 2, 2021 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| TransVOS: Video Object Segmentation with Transformers | Jun 1, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Polygonal Point Set Tracking | May 30, 2021 | Semantic SegmentationVideo Object Segmentation | CodeCode Available | 1 |
| Attention-guided Temporally Coherent Video Object Matting | May 24, 2021 | Image MattingObject | CodeCode Available | 1 |
| DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation | May 21, 2021 | Domain AdaptationSemantic Segmentation | —Unverified | 0 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 |
| Emerging Properties in Self-Supervised Vision Transformers | Apr 29, 2021 | Copy DetectionImage Classification | CodeCode Available | 1 |
| Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps | Apr 21, 2021 | Interactive SegmentationInteractive Video Object Segmentation | CodeCode Available | 1 |
| Self-supervised Video Object Segmentation by Motion Grouping | Apr 15, 2021 | Motion SegmentationObject | —Unverified | 0 |
| Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation | Apr 10, 2021 | ObjectObject Discovery | —Unverified | 0 |
| Learning Position and Target Consistency for Memory-based Video Object Segmentation | Apr 9, 2021 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
