DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation Jul 25, 2019 Image Segmentation Segmentation
Code Code Available Delving into Crispness: Guided Label Refinement for Crisp Edge Detection Jun 27, 2023 Edge Detection Image Segmentation
Code Code Available An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation Jan 6, 2019 Image Segmentation Segmentation
Code Code Available Panoptic Segmentation: A Review Nov 19, 2021 Autonomous Driving Crowd Counting
Code Code Available CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography Warping Jun 28, 2024 Image Segmentation Image Stitching
Code Code Available Medical Image Segmentation via Unsupervised Convolutional Neural Network Jan 28, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Continuous Conditional Random Field Convolution for Point Cloud Segmentation Oct 12, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Sep 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DeiSAM: Segment Anything with Deictic Prompting Feb 21, 2024 Image Segmentation Segmentation
Code Code Available A One Stop 3D Target Reconstruction and multilevel Segmentation Method Aug 14, 2023 3D Object Reconstruction 3D Reconstruction
Code Code Available A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Jun 1, 2020 Computed Tomography (CT) Image Segmentation
Code Code Available Delving into Shape-aware Zero-shot Semantic Segmentation Apr 17, 2023 Image Segmentation Segmentation
Code Code Available CENet: Context Enhancement Network for Medical Image Segmentation May 23, 2025 Decoder Image Segmentation
Code Code Available AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation Feb 23, 2025 Image Segmentation Segmentation
Code Code Available Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available Contrastive Grouping with Transformer for Referring Image Segmentation Sep 2, 2023 Contrastive Learning Image Segmentation
Code Code Available Personalized Image Semantic Segmentation Jul 24, 2021 Image Segmentation Segmentation
Code Code Available A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation Mar 23, 2025 Image Segmentation Medical Image Segmentation
Code Code Available PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness Jan 1, 2024 Contrastive Learning Image Segmentation
Code Code Available PhraseCut: Language-based Image Segmentation in the Wild Aug 3, 2020 Attribute Diversity
Code Code Available Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis Jul 10, 2024 Data Augmentation Few-Shot Learning
Code Code Available Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation Sep 30, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Active Negative Loss: A Robust Framework for Learning with Noisy Labels Dec 3, 2024 Image Segmentation Learning with noisy labels
Code Code Available DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Sep 30, 2023 Computational Efficiency Image Segmentation
Code Code Available DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation Mar 16, 2022 Image Segmentation Medical Image Analysis
Code Code Available PolyFormer: Referring Image Segmentation as Sequential Polygon Generation Feb 14, 2023 Decoder Image Segmentation
Code Code Available Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Aug 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy Jan 30, 2023 Anatomy Image Segmentation
Code Code Available Positional Contrastive Learning for Volumetric Medical Image Segmentation Jun 16, 2021 Contrastive Learning image-classification
Code Code Available Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation Jan 7, 2019 Deep Learning Image Segmentation
Code Code Available CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation Feb 21, 2021 Image Segmentation Knowledge Distillation
Code Code Available Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image Segmentation Jun 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention Jan 23, 2024 Computational Efficiency Computed Tomography (CT)
Code Code Available CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation Jun 6, 2023 Image Segmentation Medical Image Segmentation
Code Code Available `Project & Excite' Modules for Segmentation of Volumetric Medical Scans Jun 11, 2019 Brain Segmentation Image Segmentation
Code Code Available ProMISe: Promptable Medical Image Segmentation using SAM Mar 7, 2024 Image Segmentation Lesion Segmentation
Code Code Available Image Segmentation Using Text and Image Prompts Dec 18, 2021 Decoder Image Segmentation
Code Code Available Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation Sep 19, 2024 Domain Generalization Image Segmentation
Code Code Available ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging Apr 30, 2024 Benchmarking Image Reconstruction
Code Code Available CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Jun 9, 2024 Cardiac Segmentation Decoder
Code Code Available ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Sep 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Deep Multi-Threshold Spiking-UNet for Image Processing Jul 20, 2023 Denoising Image Segmentation
Code Code Available Affinity Fusion Graph-based Framework for Natural Image Segmentation Jun 24, 2020 Clustering Image Segmentation
Code Code Available ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
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