| Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation | Jul 26, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 |
| Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution | Jul 25, 2021 | Crack SegmentationSegmentation | CodeCode Available | 1 |
| Personalized Image Semantic Segmentation | Jul 24, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Domain Adaptive Video Segmentation via Temporal Consistency Regularization | Jul 23, 2021 | SegmentationUnsupervised Domain Adaptation | CodeCode Available | 1 |
| Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation | Jul 23, 2021 | Anomaly DetectionScene Segmentation | CodeCode Available | 1 |
| Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation | Jul 23, 2021 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation | Jul 21, 2021 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation | Jul 21, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jul 20, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation | Jul 19, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 |
| Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation | Jul 16, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks | Jul 16, 2021 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| Deep Learning based Food Instance Segmentation using Synthetic Data | Jul 15, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth | Jul 12, 2021 | AnatomyContrastive Learning | CodeCode Available | 1 |
| TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation | Jul 12, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB | Jul 12, 2021 | Robotic GraspingSegmentation | CodeCode Available | 1 |
| A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation | Jul 11, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Few-Shot Domain Adaptation with Polymorphic Transformers | Jul 10, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 |
| U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina | Jul 9, 2021 | Fovea DetectionOptic Disc Detection | CodeCode Available | 1 |
| Multi-Modality Task Cascade for 3D Object Detection | Jul 8, 2021 | 3D Object DetectionObject | CodeCode Available | 1 |
| UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation | Jul 6, 2021 | DecoderMedical Image Segmentation | CodeCode Available | 1 |
