| 1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track | Oct 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning to Address Intra-segment Misclassification in Retinal Imaging | Apr 25, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention | Jan 27, 2021 | Segmentation | CodeCode Available | 1 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 |
| Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories | Feb 16, 2020 | ClusteringSegmentation | CodeCode Available | 1 |
| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Learning to Segment Actions from Observation and Narration | May 7, 2020 | Action SegmentationSegmentation | CodeCode Available | 1 |
| Learning to Segment from Noisy Annotations: A Spatial Correction Approach | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Automatic segmentation of lung findings in CT and application to Long COVID | Oct 13, 2023 | Segmentation | CodeCode Available | 1 |
| Learning to Segment Rigid Motions from Two Frames | Jan 11, 2021 | Motion SegmentationScene Flow Estimation | CodeCode Available | 1 |
| Amodal Segmentation Based on Visible Region Segmentation and Shape Prior | Dec 10, 2020 | Segmentation | CodeCode Available | 1 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs | Mar 4, 2021 | Node ClassificationSegmentation | CodeCode Available | 1 |
| Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss | Feb 3, 2021 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 |
| Learning with Weak Annotations for Robust Maritime Obstacle Detection | Jun 27, 2022 | Collision AvoidanceDomain Adaptation | CodeCode Available | 1 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 |
| Lesion-aware Dynamic Kernel for Polyp Segmentation | Jan 12, 2023 | DecoderSegmentation | CodeCode Available | 1 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation | Jan 1, 2025 | Segmentation | CodeCode Available | 1 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 |
| Active learning for medical image segmentation with stochastic batches | Jan 18, 2023 | Active LearningDiversity | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
