| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images | Jun 12, 2024 | DecoderSegmentation | CodeCode Available | 1 |
| CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography | May 31, 2021 | Computed Tomography (CT)Image Super-Resolution | CodeCode Available | 1 |
| AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images | Jan 14, 2022 | Segmentation | CodeCode Available | 1 |
| CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation | Aug 2, 2022 | Active LearningSegmentation | CodeCode Available | 1 |
| AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks | Nov 3, 2017 | Segmentation | CodeCode Available | 1 |
| Curriculum Knowledge Switching for Pancreas Segmentation | Jun 22, 2023 | Pancreas SegmentationSegmentation | CodeCode Available | 1 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation | Apr 19, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| MetaGraspNet_v0: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse Synthesis | Dec 29, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Advanced Deep Networks for 3D Mitochondria Instance Segmentation | Apr 16, 2021 | 3D Instance SegmentationDenoising | CodeCode Available | 1 |
| MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation | Aug 14, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| 3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation | Jan 25, 2023 | Segmentation | CodeCode Available | 1 |
| MFP: Making Full Use of Probability Maps for Interactive Image Segmentation | Apr 29, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images | May 31, 2023 | Segmentation | CodeCode Available | 1 |
| Microsoft COCO: Common Objects in Context | May 1, 2014 | Instance SegmentationObject | CodeCode Available | 1 |
| Mining Contextual Information Beyond Image for Semantic Segmentation | Aug 26, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation | Jul 3, 2020 | ObjectObject Localization | CodeCode Available | 1 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation | Jan 1, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths | May 28, 2024 | Domain AdaptationSegmentation | CodeCode Available | 1 |
