| Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization | Feb 1, 2022 | ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Continual Attentive Fusion for Incremental Learning in Semantic Segmentation | Feb 1, 2022 | Incremental LearningSemantic Segmentation | CodeCode Available | 1 |
| An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation | Feb 1, 2022 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 1 |
| Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation | Jan 31, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 |
| Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation | Jan 28, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Möbius Convolutions for Spherical CNNs | Jan 28, 2022 | DescriptiveImage Segmentation | CodeCode Available | 1 |
| ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation | Jan 27, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 |
| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Improving Across-Dataset Brain Tissue Segmentation Using Transformer | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation | Jan 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery | Jan 19, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Contrastive Pretraining for Echocardiography Segmentation with Limited Data | Jan 16, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Flexible Style Image Super-Resolution using Conditional Objective | Jan 13, 2022 | Image Super-ResolutionMulti-Task Learning | CodeCode Available | 1 |
| Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks | Jan 13, 2022 | Semantic Segmentationvehicle detection | CodeCode Available | 1 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Relieving Long-tailed Instance Segmentation via Pairwise Class Balance | Jan 8, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| GPU-Net: Lightweight U-Net with more diverse features | Jan 7, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data | Jan 7, 2022 | Image SegmentationMulti-Label Classification | CodeCode Available | 1 |
| HyperionSolarNet: Solar Panel Detection from Aerial Images | Jan 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
