| SATS: Self-Attention Transfer for Continual Semantic Segmentation | Mar 15, 2022 | Continual Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts | Mar 15, 2022 | Segmentation | CodeCode Available | 1 |
| Implicit Motion Handling for Video Camouflaged Object Detection | Mar 14, 2022 | Camouflaged Object SegmentationMotion Estimation | CodeCode Available | 1 |
| AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation | Mar 13, 2022 | 3D Part SegmentationDomain Generalization | CodeCode Available | 1 |
| Hyperbolic Image Segmentation | Mar 11, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI | Mar 11, 2022 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Representation Compensation Networks for Continual Semantic Segmentation | Mar 10, 2022 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Contrastive Boundary Learning for Point Cloud Segmentation | Mar 10, 2022 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation | Mar 10, 2022 | Segmentation | CodeCode Available | 1 |
| PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation | Mar 9, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation | Mar 8, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Semantic Segmentation in Art Paintings | Mar 7, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Stepwise Feature Fusion: Local Guides Global | Mar 7, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images | Mar 4, 2022 | DiagnosticSegmentation | CodeCode Available | 1 |
| HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction | Mar 3, 2022 | Action SegmentationBenchmarking | CodeCode Available | 1 |
| Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation | Mar 3, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Self-supervised Transparent Liquid Segmentation for Robotic Pouring | Mar 3, 2022 | SegmentationState Estimation | CodeCode Available | 1 |
| Constrained unsupervised anomaly segmentation | Mar 3, 2022 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
| Contextual Attention Network: Transformer Meets U-Net | Mar 2, 2022 | ArticlesImage Segmentation | CodeCode Available | 1 |
| An attention-based U-Net for detecting deforestation within satellite sensor imagery | Mar 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection | Mar 1, 2022 | Fovea DetectionMulti-Task Learning | CodeCode Available | 1 |
