SALT: Singular Value Adaptation with Low-Rank Transformation Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation May 26, 2025 Data Augmentation Domain Generalization
Code Code Available 5 CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Jun 9, 2024 Cardiac Segmentation Decoder
Code Code Available 5 Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Mar 29, 2022 Generative Adversarial Network Image Enhancement
Code Code Available 5 Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Apr 15, 2025 Data Augmentation Denoising
Code Code Available 5 LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images Apr 28, 2021 Image Segmentation Lesion Segmentation
Code Code Available 5 SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning May 21, 2025 Image Segmentation Mamba
Code Code Available 5 Clockwork Convnets for Video Semantic Segmentation Aug 11, 2016 Image Segmentation Scheduling
Code Code Available 5 LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images Mar 10, 2020 Generative Adversarial Network Image Segmentation
Code Code Available 5 HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans May 23, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Sep 5, 2024 Data Augmentation Image Segmentation
Code Code Available 5 Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation Feb 12, 2025 Computational Efficiency Image Segmentation
Code Code Available 5 Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis Aug 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 K-Net: Towards Unified Image Segmentation Jun 28, 2021 Image Segmentation Instance Segmentation
Code Code Available 5 Active Negative Loss: A Robust Framework for Learning with Noisy Labels Dec 3, 2024 Image Segmentation Learning with noisy labels
Code Code Available 5 Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation Dec 9, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Ladder Fine-tuning approach for SAM integrating complementary network Jun 22, 2023 Decoder Image Segmentation
Code Code Available 5 HCFormer: Unified Image Segmentation with Hierarchical Clustering May 20, 2022 Clustering Image Segmentation
Code Code Available 5 High-Resolution Swin Transformer for Automatic Medical Image Segmentation Jul 23, 2022 Brain Tumor Segmentation Decoder
Code Code Available 5 High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight Mar 19, 2025 Image Segmentation Knowledge Distillation
Code Code Available 5 Clustering Plotted Data by Image Segmentation Oct 6, 2021 Clustering Image Segmentation
Code Code Available 5 Clustering Propagation for Universal Medical Image Segmentation Mar 25, 2024 Clustering Image Segmentation
Code Code Available 5 Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Dec 27, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Sep 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 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 5 Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Apr 2, 2022 Face Identification Image Segmentation
Code Code Available 5 CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack Segmentation Oct 10, 2024 Crack Segmentation Denoising
Code Code Available 5 CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion Aug 2, 2023 Image Segmentation Inductive Bias
Code Code Available 5 Contrastive Registration for Unsupervised Medical Image Segmentation Nov 17, 2020 Contrastive Learning Image Segmentation
Code Code Available 5 Scribble-based Domain Adaptation via Co-segmentation Jul 7, 2020 Domain Adaptation Image Segmentation
Code Code Available 5 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 5 Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Feb 4, 2022 Computational Efficiency Image Registration
Code Code Available 5 Lake Ice Monitoring with Webcams and Crowd-Sourced Images Feb 18, 2020 Change detection for remote sensing images Image Segmentation
Code Code Available 5 LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 Continuous Conditional Random Field Convolution for Point Cloud Segmentation Oct 12, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available 5 A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Feb 22, 2023 Image Segmentation Image Super-Resolution
Code Code Available 5 HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network Oct 15, 2020 image-classification Image Classification
Code Code Available 5 A Large-Scale Benchmark for Food Image Segmentation May 12, 2021 Image Segmentation Segmentation
Code Code Available 5 Contrastive Grouping with Transformer for Referring Image Segmentation Sep 2, 2023 Contrastive Learning Image Segmentation
Code Code Available 5 HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation May 15, 2025 Image Segmentation Lesion Segmentation
Code Code Available 5 SegDiff: Image Segmentation with Diffusion Probabilistic Models Dec 1, 2021 Decoder Image Generation
Code Code Available 5 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 Hyperbolic Image Segmentation Mar 11, 2022 Image Segmentation Segmentation
Code Code Available 5 A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Oct 23, 2020 Decoder Image Segmentation
Code Code Available 5 Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
Code Code Available 5 Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis Feb 28, 2023 Diversity Image Segmentation
Code Code Available 5 Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available 5 Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Jun 16, 2022 Image Segmentation Learning with noisy labels
Code Code Available 5 Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available 5 