| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Anatomically-aware Uncertainty for Semi-supervised Image Segmentation | Oct 24, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies | Aug 20, 2021 | Instance SegmentationPedestrian Detection | CodeCode Available | 1 | 5 |
| Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation | Apr 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation | Jul 10, 2021 | AnatomyDomain Adaptation | CodeCode Available | 1 | 5 |
| An attention-based U-Net for detecting deforestation within satellite sensor imagery | Mar 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials | Oct 20, 2012 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation | Nov 26, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Efficient Mask Correction for Click-Based Interactive Image Segmentation | Jan 1, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments | Sep 22, 2020 | Domain AdaptationScene Understanding | CodeCode Available | 1 | 5 |
| Complementary Patch for Weakly Supervised Semantic Segmentation | Aug 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Efficient Medical Image Segmentation Based on Knowledge Distillation | Aug 23, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Boosting Active Learning via Improving Test Performance | Dec 10, 2021 | Active LearningElectron Tomography | CodeCode Available | 1 | 5 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Common Limitations of Image Processing Metrics: A Picture Story | Apr 12, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 | 5 |
| Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments | Jul 10, 2022 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| EfficientPS: Efficient Panoptic Segmentation | Apr 5, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Efficient On-device Training via Gradient Filtering | Jan 1, 2023 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| Efficient Multi-Task Scene Analysis with RGB-D Transformers | Jun 8, 2023 | Panoptic SegmentationScene Classification | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 | 5 |
