| Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation | Nov 27, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Medical Image Segmentation Review: The success of U-Net | Nov 27, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Semantic-Aware Local-Global Vision Transformer | Nov 27, 2022 | Image ClassificationSemantic Segmentation | —Unverified | 0 |
| Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation | Nov 27, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information | Nov 27, 2022 | Semantic Segmentation | —Unverified | 0 |
| A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images | Nov 27, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 0 |
| SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation | Nov 27, 2022 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Meta Architecture for Point Cloud Analysis | Nov 26, 2022 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation | Nov 26, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| EasyMLServe: Easy Deployment of REST Machine Learning Services | Nov 26, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation | Nov 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments | Nov 26, 2022 | ARCClassification | —Unverified | 0 |
| CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion | Nov 26, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation | Nov 26, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation | Nov 26, 2022 | Representation LearningSegmentation | —Unverified | 0 |
| Unifying conditional and unconditional semantic image synthesis with OCO-GAN | Nov 25, 2022 | Image GenerationSemantic Segmentation | —Unverified | 0 |
| Unsupervised Continual Semantic Adaptation through Neural Rendering | Nov 25, 2022 | Domain AdaptationNeRF | CodeCode Available | 1 |
| RbA: Segmenting Unknown Regions Rejected by All | Nov 25, 2022 | AllAnomaly Detection | CodeCode Available | 1 |
| Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation | Nov 25, 2022 | Contrastive LearningDepth Estimation | CodeCode Available | 0 |
| Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations | Nov 25, 2022 | object-detectionObject Detection | —Unverified | 0 |
| Deep Learning Training Procedure Augmentations | Nov 25, 2022 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images | Nov 25, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation | Nov 25, 2022 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Automating Cobb Angle Measurement for Adolescent Idiopathic Scoliosis using Instance Segmentation | Nov 25, 2022 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| A Strong Baseline for Generalized Few-Shot Semantic Segmentation | Nov 25, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
