| Dual Prototype Attention for Unsupervised Video Object Segmentation | Nov 22, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| LVOS: A Benchmark for Long-term Video Object Segmentation | Nov 18, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Global Spectral Filter Memory Network for Video Object Segmentation | Oct 11, 2022 | AttributeDecoder | CodeCode Available | 1 |
| Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders | Oct 9, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation via Prototype Memory Network | Sep 8, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation | Sep 4, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization | Aug 22, 2022 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 1 |
| Per-Clip Video Object Segmentation | Aug 3, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Multi-Attention Network for Compressed Video Referring Object Segmentation | Jul 26, 2022 | ObjectReferring Expression Segmentation | CodeCode Available | 1 |
| Semantic-Aware Fine-Grained Correspondence | Jul 21, 2022 | Pose TrackingSelf-Supervised Learning | CodeCode Available | 1 |
| Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation | Jul 18, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Tackling Background Distraction in Video Object Segmentation | Jul 14, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Towards Robust Referring Video Object Segmentation with Cyclic Relational Consensus | Jul 4, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| Towards Robust Video Object Segmentation with Adaptive Object Calibration | Jul 2, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation | Jun 8, 2022 | DenoisingReferring Video Object Segmentation | CodeCode Available | 1 |
| A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information | Jun 6, 2022 | Action RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Recurrent Dynamic Embedding for Video Object Segmentation | May 8, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Robust Visual Tracking by Segmentation | Mar 21, 2022 | DecoderObject Tracking | CodeCode Available | 1 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| End-to-End Semi-Supervised Learning for Video Action Detection | Mar 8, 2022 | Action DetectionClassification Consistency | CodeCode Available | 1 |
| Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks | Jan 1, 2022 | DecoderDenoising | CodeCode Available | 1 |
| 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 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| 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 |
| Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective | Nov 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| 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 |
| 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 |
| Do Different Tracking Tasks Require Different Appearance Models? | Jul 5, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | 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 |
| Reciprocal Transformations for Unsupervised Video Object Segmentation | Jun 19, 2021 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| 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 |
