DFormer: Diffusion-guided Transformer for Universal Image Segmentation Jun 6, 2023 Decoder Denoising
Code Code Available DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement Mar 27, 2025 Image Segmentation model
Code Code Available Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Feb 8, 2021 Image Segmentation Medical Image Analysis
Code Code Available Auto-Compressing Subset Pruning for Semantic Image Segmentation Jan 26, 2022 channel selection Image Segmentation
Code Code Available Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Apr 26, 2023 Diversity Image Generation
Code Code Available Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
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 Deep ContourFlow: Advancing Active Contours with Deep Learning Jul 15, 2024 Deep Learning Image Segmentation
Code Code Available Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Analysis
Code Code Available Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation Aug 8, 2022 Image Segmentation Medical Image Segmentation
Code Code Available DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Jan 27, 2022 Decision Making Document Layout Analysis
Code Code Available AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available DOMINO: Domain-aware Model Calibration in Medical Image Segmentation Sep 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
Code Code Available DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation Apr 28, 2020 Decoder Image Segmentation
Code Code Available Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models Mar 12, 2024 Decision Making Explainable artificial intelligence
Code Code Available CateNorm: Categorical Normalization for Robust Medical Image Segmentation Mar 29, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Mar 8, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Apr 30, 2020 Image Registration Image Segmentation
Code Code Available Automatic Data Augmentation for 3D Medical Image Segmentation Oct 7, 2020 Data Augmentation Diversity
Code Code Available Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Apr 10, 2023 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 Deep clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
Code Code Available Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation May 9, 2023 Cardiac Segmentation Denoising
Code Code Available DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
Code Code Available Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available A Unified Framework for U-Net Design and Analysis May 31, 2023 Decoder Image Segmentation
Code Code Available Efficient Mirror Detection via Multi-level Heterogeneous Learning Nov 28, 2022 Image Segmentation Mirror Detection
Code Code Available Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
Code Code Available Local Label Point Correction for Edge Detection of Overlapping Cervical Cells Oct 5, 2020 Cell Segmentation Edge Detection
Code Code Available Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder Jun 28, 2025 Image Segmentation Large Language Model
Code Code Available Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available Deep Active Learning for Axon-Myelin Segmentation on Histology Data Jul 11, 2019 Active Learning Anatomy
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 Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Mar 23, 2024 Dimensionality Reduction Domain Adaptation
Code Code Available An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation Jan 27, 2022 Diagnostic Image 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 Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation Jul 16, 2022 Image Segmentation Medical 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 Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Mar 9, 2020 Image Segmentation Lesion Segmentation
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 