| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI | Mar 29, 2022 | Segmentation | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans | Oct 14, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 1 |
| CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition | Feb 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Causal Unsupervised Semantic Segmentation | Oct 11, 2023 | Causal InferencePrediction | CodeCode Available | 1 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Uncertainty-based graph convolutional networks for organ segmentation refinement | Jun 5, 2019 | Graph LearningOrgan Segmentation | CodeCode Available | 1 |
| F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving | Mar 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation | Dec 6, 2020 | Graph LearningOrgan Segmentation | CodeCode Available | 1 |
| CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection | Dec 5, 2022 | Scene Text DetectionSegmentation | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery | Jul 27, 2021 | DecoderObject | CodeCode Available | 1 |
| FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling | Nov 3, 2023 | FairnessImage Segmentation | CodeCode Available | 1 |
| CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation | Jan 6, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Advanced Deep Networks for 3D Mitochondria Instance Segmentation | Apr 16, 2021 | 3D Instance SegmentationDenoising | CodeCode Available | 1 |
| DEAL: Difficulty-aware Active Learning for Semantic Segmentation | Oct 17, 2020 | Active LearningSegmentation | CodeCode Available | 1 |
