| Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation | Jul 20, 2020 | Cardiac SegmentationFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation | Oct 4, 2022 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 1 | 5 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 | 5 |
| Semantic-Aware Domain Generalized Segmentation | Apr 2, 2022 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module | Nov 17, 2022 | Boundary DetectionSegmentation | CodeCode Available | 1 | 5 |
| HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS | Jan 18, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| CoReS: Orchestrating the Dance of Reasoning and Segmentation | Apr 8, 2024 | Reasoning SegmentationSegmentation | CodeCode Available | 1 | 5 |
| HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation | Sep 15, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation | Mar 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| HashSet - A Dataset For Hashtag Segmentation | Jun 1, 2022 | SegmentationSpecificity | CodeCode Available | 1 | 5 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Med-TTT: Vision Test-Time Training model for Medical Image Segmentation | Oct 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color Images | Jun 26, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 | 5 |
| Semantic Segmentation-assisted Scene Completion for LiDAR Point Clouds | Sep 23, 2021 | 3D Semantic Scene Completion3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer Segmentation | Jan 1, 2025 | Computational EfficiencyLesion Segmentation | CodeCode Available | 1 | 5 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| HFT: Lifting Perspective Representations via Hybrid Feature Transformation | Apr 11, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets | Apr 23, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow | May 30, 2024 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
