| Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds | Jul 23, 2021 | Point Cloud SegmentationScene Understanding | —Unverified | 0 |
| 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 |
| MCDAL: Maximum Classifier Discrepancy for Active Learning | Jul 23, 2021 | Active LearningClassification | CodeCode Available | 0 |
| SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications | Jul 23, 2021 | Caustics SegmentationDepth Completion | CodeCode Available | 1 |
| Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation | Jul 23, 2021 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Video Semantic Segmentation | Jul 23, 2021 | Domain AdaptationSemantic Segmentation | —Unverified | 0 |
| Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation | Jul 22, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning | Jul 22, 2021 | Data AugmentationEvent Detection | —Unverified | 0 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data | Jul 21, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation | Jul 21, 2021 | Image Segmentationobject-detection | CodeCode Available | 0 |
| Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation | Jul 21, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation | Jul 21, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation | Jul 21, 2021 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| VTBIS: Vision Transformer for Biomedical Image Segmentation | Jul 20, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade | Jul 20, 2021 | Cell DetectionDiagnostic | —Unverified | 0 |
| Dual-stream CNN: Joint Edge and Object for Nucleus Segmentation | Jul 20, 2021 | Edge DetectionObject | —Unverified | 0 |
| Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jul 20, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net | Jul 20, 2021 | Cell SegmentationImage Segmentation | CodeCode Available | 0 |
| DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation | Jul 20, 2021 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access | Jul 20, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters | Jul 20, 2021 | Domain AdaptationLIDAR Semantic Segmentation | —Unverified | 0 |
| Transductive image segmentation: Self-training and effect of uncertainty estimation | Jul 19, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Exploring Set Similarity for Dense Self-supervised Representation Learning | Jul 19, 2021 | Instance SegmentationKeypoint Detection | —Unverified | 0 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 |
