Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy Jul 17, 2024 Denoising Image Denoising
Code Code Available Lake Ice Monitoring with Webcams and Crowd-Sourced Images Feb 18, 2020 Change detection for remote sensing images Image Segmentation
Code Code Available Anatomically-aware Uncertainty for Semi-supervised Image Segmentation Oct 24, 2023 Image Segmentation Segmentation
Code Code Available Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Feb 11, 2023 Contrastive Learning Image Segmentation
Code Code Available Anatomical Data Augmentation via Fluid-based Image Registration Jul 5, 2020 Data Augmentation Image Augmentation
Code Code Available LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Dec 4, 2021 Decoder Generalized Referring Expression Segmentation
Code Code Available Learnable Weight Initialization for Volumetric Medical Image Segmentation Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling Jun 19, 2021 Diagnostic Image Segmentation
Code Code Available A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Jul 11, 2021 Clustering Image Segmentation
Code Code Available Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping Apr 18, 2025 All Image Segmentation
Code Code Available DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
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 AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Jul 9, 2024 Image Segmentation Medical Image 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 DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation Feb 20, 2021 Data Augmentation 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 learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
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 BUSIS: A Benchmark for Breast Ultrasound Image Segmentation Jan 9, 2018 Image Segmentation Segmentation
Code Code Available Deep Instruction Tuning for Segment Anything Model Mar 31, 2024 Decoder Image Segmentation
Code Code Available DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
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 clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
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 Deep ContourFlow: Advancing Active Contours with Deep Learning Jul 15, 2024 Deep Learning 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 Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
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 DB-SAM: Delving into High Quality Universal Medical Image Segmentation Oct 5, 2024 Image Segmentation Medical 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 DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 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 An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation Jan 27, 2022 Diagnostic 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 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available AutoFocusFormer: Image Segmentation off the Grid Apr 24, 2023 Image Segmentation Instance Segmentation
Code Code Available An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level May 23, 2023 GPU Image 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 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 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 Deep Multi-Threshold Spiking-UNet for Image Processing Jul 20, 2023 Denoising 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 Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
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