Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Apr 30, 2020 Image Registration Image Segmentation
Code Code Available 2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning Jun 9, 2023 Computed Tomography (CT) Image Denoising
Code Code Available DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Apr 26, 2023 Diversity Image Generation
Code Code Available Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available DFormer: Diffusion-guided Transformer for Universal Image Segmentation Jun 6, 2023 Decoder Denoising
Code Code Available D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation Jan 3, 2022 Decoder Image Segmentation
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 DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data Jul 21, 2021 Few-Shot Learning Image Segmentation
Code Code Available DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available Detect Any Shadow: Segment Anything for Video Shadow Detection May 26, 2023 Image Segmentation Semantic Segmentation
Code Code Available AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation May 7, 2023 Decoder Image Segmentation
Code Code Available DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy Jul 2, 2025 Data Augmentation Generalized Referring Expression Segmentation
Code Code Available 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 Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available DeiSAM: Segment Anything with Deictic Prompting Feb 21, 2024 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 Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis Jul 10, 2024 Data Augmentation Few-Shot Learning
Code Code Available DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
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 Delving into Shape-aware Zero-shot Semantic Segmentation Apr 17, 2023 Image Segmentation Segmentation
Code Code Available Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
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 Deep Instruction Tuning for Segment Anything Model Mar 31, 2024 Decoder Image Segmentation
Code Code Available Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide Apr 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics Dec 20, 2019 Image Segmentation Segmentation
Code Code Available Deep clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
Code Code Available DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
Code Code Available DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available Amodal Ground Truth and Completion in the Wild Dec 28, 2023 Image Segmentation Segmentation
Code Code Available Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
Code Code Available AutoFocusFormer: Image Segmentation off the Grid Apr 24, 2023 Image Segmentation Instance Segmentation
Code Code Available DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
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 Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder Jun 28, 2025 Image Segmentation Large Language Model
Code Code Available DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs Nov 4, 2023 Image Segmentation object-detection
Code Code Available Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Jun 24, 2020 Data Augmentation Image Segmentation
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 Deep ContourFlow: Advancing Active Contours with Deep Learning Jul 15, 2024 Deep Learning Image Segmentation
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 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 AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Jun 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Jun 2, 2016 Image Segmentation Semantic Segmentation
Code Code Available Deep Multi-Threshold Spiking-UNet for Image Processing Jul 20, 2023 Denoising Image Segmentation
Code Code Available Auto-Compressing Subset Pruning for Semantic Image Segmentation Jan 26, 2022 channel selection Image Segmentation
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