| I-MedSAM: Implicit Medical Image Segmentation with Segment Anything | Nov 28, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Implicit Feature Refinement for Instance Segmentation | Dec 9, 2021 | Instance SegmentationObject Recognition | CodeCode Available | 1 | 5 |
| clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Mar 16, 2020 | Graph SimilaritySegmentation | CodeCode Available | 1 | 5 |
| clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Jun 19, 2021 | Graph SimilaritySegmentation | CodeCode Available | 1 | 5 |
| Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case | Feb 24, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 1 | 5 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Image Recoloring Based on Object Color Distributions | May 6, 2019 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors | Jan 31, 2023 | Anomaly SegmentationOne-Class Classification | CodeCode Available | 1 | 5 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation | Nov 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 | 5 |
| AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation | Aug 1, 2024 | 3D Semantic SegmentationDomain Generalization | CodeCode Available | 1 | 5 |
| CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound Images | Dec 7, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| Image Segmentation Using Deep Learning: A Survey | Jan 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks | Mar 5, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 | 5 |
| HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation | Dec 21, 2020 | DecoderDichotomous Image Segmentation | 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 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| HyperionSolarNet: Solar Panel Detection from Aerial Images | Jan 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation | Mar 18, 2022 | Image-to-Image TranslationSegmentation | CodeCode Available | 1 | 5 |
| Hypercorrelation Squeeze for Few-Shot Segmentation | Apr 4, 2021 | Feature CorrelationFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision | Jan 1, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 | 5 |
| 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation | May 19, 2022 | DecoderHippocampus | CodeCode Available | 1 | 5 |
