A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation Jun 14, 2023 Diagnostic Domain Adaptation
Code Code Available Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Apr 22, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Fusion Moves for Correlation Clustering Jun 1, 2015 Clustering Image Segmentation
Code Code Available A Certified Radius-Guided Attack Framework to Image Segmentation Models Apr 5, 2023 image-classification Image Classification
Code Code Available FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation Oct 21, 2024 Image Reconstruction Image Segmentation
Code Code Available Fully trainable Gaussian derivative convolutional layer Jul 18, 2022 image-classification Image Classification
Code Code Available Referring Image Segmentation via Recurrent Refinement Networks Jun 1, 2018 Image Segmentation Referring Expression Segmentation
Code Code Available Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images Oct 11, 2024 Domain Adaptation Image Segmentation
Code Code Available Speeding up Semantic Segmentation for Autonomous Driving Jun 1, 2016 Autonomous Driving Autonomous Vehicles
Code Code Available Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants Jun 24, 2019 Image Segmentation Lesion Segmentation
Code Code Available CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep Learning Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available Fully-Trainable Deep Matching Sep 12, 2016 Image Segmentation Semantic Segmentation
Code Code Available We Care Each Pixel: Calibrating on Medical Segmentation Model Mar 7, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Nov 24, 2016 Autonomous Driving Image Segmentation
Code Code Available From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models Sep 8, 2023 Denoising Image Generation
Code Code Available Cross-dimensional transfer learning in medical image segmentation with deep learning Jul 29, 2023 image-classification Image Classification
Code Code Available Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks Dec 2, 2017 Image Segmentation Organ Segmentation
Code Code Available SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Dec 18, 2024 Federated Learning Image Segmentation
Code Code Available Region growing using superpixels with learned shape prior. Nov 6, 2017 Image Segmentation Semantic Segmentation
Code Code Available V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Jun 15, 2016 Image Segmentation Medical Image Analysis
Code Code Available Crop and Couple: cardiac image segmentation using interlinked specialist networks Feb 14, 2024 Anatomy Image Segmentation
Code Code Available Region-of-interest guided Supervoxel Inpainting for Self-supervision Jun 26, 2020 Image Inpainting Image Segmentation
Code Code Available From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Apr 8, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Automatic Report Generation for Histopathology images using pre-trained Vision Transformers Nov 10, 2023 Decoder Image Segmentation
Code Code Available VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with Language Jan 7, 2025 Contrastive Learning Image Segmentation
Code Code Available From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation Apr 15, 2025 Diagnostic Image Segmentation
Code Code Available Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation Feb 19, 2024 Image Segmentation object-detection
Code Code Available CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random Field Feb 12, 2025 Cryogenic Electron Microscopy (cryo-EM) Image Segmentation
Code Code Available CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image Segmentation Jan 26, 2025 Data Augmentation Diversity
Code Code Available SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image Segmentation Jun 11, 2025 Domain Adaptation Image Segmentation
Code Code Available FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces Feb 18, 2019 Image Segmentation Segmentation
Code Code Available Free Discontinuity Regression: With an Application to the Economic Effects of Internet Shutdowns Sep 26, 2023 Image Segmentation regression
Code Code Available SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution Dec 4, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation Jul 21, 2021 Image Segmentation object-detection
Code Code Available Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models May 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available Unsupervised Image to Sequence Translation with Canvas-Drawer Networks Sep 21, 2018 Image Segmentation Semantic Segmentation
Code Code Available Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel bases Feb 26, 2024 Image Segmentation Medical Image Segmentation
Code Code Available SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation Aug 14, 2016 Electron Microscopy Image Segmentation Image Segmentation
Code Code Available SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation Sep 9, 2023 Decoder Image Segmentation
Code Code Available FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Feb 8, 2019 Image Segmentation Lesion Segmentation
Code Code Available SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation Nov 5, 2023 Data Augmentation Domain Generalization
Code Code Available Cost-Effective Active Learning for Melanoma Segmentation Nov 24, 2017 Active Learning Image Segmentation
Code Code Available SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation Jun 10, 2025 Data Augmentation Image Segmentation
Code Code Available Core-Set Selection for Data-efficient Land Cover Segmentation May 2, 2025 Earth Observation Image Segmentation
Code Code Available Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Apr 27, 2018 General Classification Image Segmentation
Code Code Available Focused Proofreading: Efficiently Extracting Connectomes from Segmented EM Images Sep 3, 2014 Art Analysis Image Segmentation
Code Code Available Translated Skip Connections -- Expanding the Receptive Fields of Fully Convolutional Neural Networks Nov 3, 2022 Image Segmentation Segmentation
Code Code Available Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study Jan 25, 2021 Image Segmentation Liver Segmentation
Code Code Available ConvUNeXt: An efficient convolution neural network for medical image segmentation Jul 25, 2022 Decoder Image Segmentation
Code Code Available A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images Apr 12, 2024 Image Segmentation Position
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