| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Exploring Event-driven Dynamic Context for Accident Scene Segmentation | Dec 9, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| An End-to-End Computer Vision Methodology for Quantitative Metallography | Apr 22, 2021 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| Synthetic Instance Segmentation from Semantic Image Segmentation Masks | Aug 2, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation | Jun 4, 2023 | Image SegmentationIncremental Learning | CodeCode Available | 1 |
| Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation | Sep 6, 2024 | 3D Semantic Segmentation3D Source-Free Domain Adaptation | CodeCode Available | 1 |
| Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World | Jul 7, 2021 | DecoderNavigate | CodeCode Available | 1 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation | Jul 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation | Mar 14, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| TransCL: Transformer Makes Strong and Flexible Compressive Learning | Jul 25, 2022 | compressed sensingComputational Efficiency | CodeCode Available | 1 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training | Jan 1, 2024 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 |
| Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery | Jan 19, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Transformer Assisted Convolutional Network for Cell Instance Segmentation | Oct 5, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection | Sep 28, 2022 | Action DetectionDomain Adaptation | CodeCode Available | 1 |
| Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation | Apr 6, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
