| DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation | May 31, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 | 5 |
| Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural Domain | Oct 14, 2022 | Instance SegmentationPlant Phenotyping | CodeCode Available | 1 | 5 |
| Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation | Jun 15, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition | Nov 22, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention | Oct 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention | Jan 23, 2024 | Computational EfficiencyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Applying Eigencontours to PolarMask-Based Instance Segmentation | Aug 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
