CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Mar 3, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Nov 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels Mar 3, 2022 Anomaly Detection Cardiac Segmentation
Code Code Available EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Sep 20, 2021 Image Segmentation Interactive Segmentation
Code Code Available A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Nov 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Mar 25, 2025 Image Segmentation Lesion Segmentation
Code Code Available D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription Jan 9, 2025 Denoising Image Segmentation
Code Code Available Efficient Mirror Detection via Multi-level Heterogeneous Learning Nov 28, 2022 Image Segmentation Mirror Detection
Code Code Available DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Oct 19, 2023 Image Segmentation Medical Image Segmentation
Code Code Available EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder Jul 23, 2024 Decoder Image Segmentation
Code Code Available Deep clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
Code Code Available DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available Diffusion Models for Implicit Image Segmentation Ensembles Dec 6, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 1M parameters are enough? A lightweight CNN-based model for medical image segmentation Jun 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions Oct 26, 2023 Binary Classification Image Segmentation
Code Code Available CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Jul 25, 2024 Computational Efficiency Decoder
Code Code Available Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores Jul 20, 2022 Image Segmentation Semantic Segmentation
Code Code Available Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation Sep 4, 2024 Dichotomous Image Segmentation Image Segmentation
Code Code Available CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes Jul 1, 2024 Autonomous Vehicles Image Segmentation
Code Code Available Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images May 12, 2024 image-classification Image Classification
Code Code Available Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Mar 2, 2022 Image Segmentation Medical 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 Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? May 3, 2023 Image Segmentation Segmentation
Code Code Available Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Jun 28, 2020 Anatomy Image Segmentation
Code Code Available Medical Image Segmentation via Unsupervised Convolutional Neural Network Jan 28, 2020 Image Segmentation Medical Image Segmentation
Code Code Available FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available A One Stop 3D Target Reconstruction and multilevel Segmentation Method Aug 14, 2023 3D Object Reconstruction 3D Reconstruction
Code Code Available AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Jun 12, 2023 Decoder Image Segmentation
Code Code Available Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network Nov 5, 2021 Camouflaged Object Segmentation Image 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 FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification Jul 17, 2024 CPU Domain Adaptation
Code Code Available A survey of loss functions for semantic segmentation Jun 26, 2020 Image Segmentation Segmentation
Code Code Available FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available Federated nnU-Net for Privacy-Preserving Medical Image Segmentation Mar 4, 2025 Federated Learning Image Segmentation
Code Code Available CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation Nov 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation May 4, 2022 Federated Learning Image Segmentation
Code Code Available Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Sep 9, 2023 Diversity Few-Shot Learning
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models May 17, 2021 Image Segmentation Segmentation
Code Code Available Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball Apr 4, 2024 Image Segmentation Segmentation
Code Code Available Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball Jan 1, 2024 Image Segmentation Segmentation
Code Code Available Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Jul 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation Jan 1, 2025 Image Segmentation Lesion Segmentation
Code Code Available Affinity Fusion Graph-based Framework for Natural Image Segmentation Jun 24, 2020 Clustering Image Segmentation
Code Code Available An Auto-Encoder Strategy for Adaptive Image Segmentation Apr 29, 2020 Image Segmentation Representation Learning
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