| CondNet: Conditional Classifier for Scene Segmentation | Sep 21, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| Contour Proposal Networks for Biomedical Instance Segmentation | Apr 7, 2021 | Blood Cell DetectionCell Detection | CodeCode Available | 1 | 5 |
| Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation | Sep 2, 2024 | Brain Tumor SegmentationFederated Learning | CodeCode Available | 1 | 5 |
| Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning | Apr 26, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Repurposing GANs for One-shot Semantic Part Segmentation | Mar 7, 2021 | Image GenerationRepresentation Learning | CodeCode Available | 1 | 5 |
| ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet | Oct 16, 2022 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Few-Shot Domain Adaptation with Polymorphic Transformers | Jul 10, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Few-shot 3D Point Cloud Semantic Segmentation | Jun 22, 2020 | Few-shot 3D Point Cloud Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Residual Spatial Attention Network for Retinal Vessel Segmentation | Sep 18, 2020 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 | 5 |
| Few Shot Medical Image Segmentation with Cross Attention Transformer | Mar 24, 2023 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 | 5 |
| LUAI Challenge 2021 on Learning to Understand Aerial Images | Aug 30, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting | Mar 11, 2023 | Nuclear SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Lung Nodule Segmentation and Uncertain Region Prediction with an Uncertainty-Aware Attention Mechanism | Mar 15, 2023 | Lung Nodule SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Few-Shot Panoptic Segmentation With Foundation Models | Sep 19, 2023 | Panoptic SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Jul 26, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Filtered Semi-Markov CRF | Nov 29, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds | Jul 18, 2023 | 3D Semantic SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data | Apr 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Loss Ensembles for Extremely Imbalanced Segmentation | Dec 31, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Jan 17, 2025 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook | Dec 8, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
