| PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation | May 10, 2024 | Contrastive LearningDecoder | CodeCode Available | 0 |
| PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation | Nov 4, 2019 | Segmentation | CodeCode Available | 0 |
| Semi-supervised Medical Image Segmentation via Query Distribution Consistency | Nov 21, 2023 | DecoderImage Segmentation | CodeCode Available | 0 |
| Unsupervised domain adaptation in brain lesion segmentation with adversarial networks | Dec 28, 2016 | Domain AdaptationLesion Segmentation | CodeCode Available | 0 |
| Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning | Mar 19, 2022 | Autonomous VehiclesDecoder | CodeCode Available | 0 |
| Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels | Sep 30, 2022 | Domain GeneralizationImage Segmentation | CodeCode Available | 0 |
| Raising the ClaSS of Streaming Time Series Segmentation | Oct 31, 2023 | Change Point DetectionSegmentation | CodeCode Available | 0 |
| Rain Removal in Traffic Surveillance: Does it Matter? | Oct 30, 2018 | Instance SegmentationRain Removal | CodeCode Available | 0 |
| Towards segmentation and spatial alignment of the human embryonic brain using deep learning for atlas-based registration | May 13, 2020 | Segmentation | CodeCode Available | 0 |
| VisText-Mosquito: A Multimodal Dataset and Benchmark for AI-Based Mosquito Breeding Site Detection and Reasoning | Jun 17, 2025 | object-detectionObject Detection | CodeCode Available | 0 |
| Robust Image Segmentation Using Contour-Guided Color Palettes | Dec 1, 2015 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Robust and Efficient Subspace Segmentation via Least Squares Regression | Apr 27, 2014 | regressionSegmentation | CodeCode Available | 0 |
| Semi-Supervised Deep Learning for Fully Convolutional Networks | Mar 17, 2017 | Deep LearningDomain Adaptation | CodeCode Available | 0 |
| Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images | May 8, 2019 | Domain AdaptationManagement | CodeCode Available | 0 |
| Towards Surgical Context Inference and Translation to Gestures | Feb 28, 2023 | Image SegmentationScene Segmentation | CodeCode Available | 0 |
| Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIs | Jul 17, 2024 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
| Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model | Mar 4, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training | Apr 2, 2025 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| SemiCurv: Semi-Supervised Curvilinear Structure Segmentation | May 18, 2022 | Data AugmentationSegmentation | CodeCode Available | 0 |
| Promptable cancer segmentation using minimal expert-curated data | May 23, 2025 | DiagnosticSegmentation | CodeCode Available | 0 |
| Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach | Jul 27, 2024 | Segmentation | CodeCode Available | 0 |
| Visual Boundary Knowledge Translation for Foreground Segmentation | Aug 1, 2021 | Foreground SegmentationImage Segmentation | CodeCode Available | 0 |
| Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological Samples | Jan 30, 2020 | Cell SegmentationSegmentation | CodeCode Available | 0 |
| Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical Data | Aug 14, 2024 | Deep Learningfeature selection | CodeCode Available | 0 |
| Towards Universal Text-driven CT Image Segmentation | Mar 8, 2025 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 |
