Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation Jun 5, 2020 Image Segmentation Semantic Segmentation
Code Code Available Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation Jul 6, 2023 Decoder Image Segmentation
Code Code Available Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation Jan 25, 2019 Image Segmentation Segmentation
Code Code Available Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images Mar 10, 2023 Data Augmentation Image Generation
Code Code Available DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Jul 17, 2025 Image Segmentation Medical Image Segmentation
Code Code Available View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature Fields May 30, 2024 Image Segmentation NeRF
Code Code Available Optimizing Medical Image Segmentation with Advanced Decoder Design Oct 5, 2024 Brain Tumor Segmentation Decoder
Code Code Available A segmentation method of airway from chest CT image based on Vgg-Unet neural network Dec 6, 2022 Image Segmentation Segmentation
Code Code Available Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice Nov 5, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Intracranial Hemorrhage Segmentation Using Deep Convolutional Model Oct 18, 2019 Image Segmentation Medical Image Segmentation
Code Code Available CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural network May 29, 2024 Image Segmentation Medical Image Segmentation
Code Code Available DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images Oct 4, 2024 Electron Microscopy Image Segmentation Image Registration
Code Code Available CATS v2: Hybrid encoders for robust medical segmentation Aug 11, 2023 Domain Adaptation Image Segmentation
Code Code Available Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet Aug 6, 2023 Image Segmentation Learning with coarse labels
Code Code Available Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks Jun 28, 2023 Decoder Image Segmentation
Code Code Available Orthogonal Ensemble Networks for Biomedical Image Segmentation May 22, 2021 Decision Making Diversity
Code Code Available Differentially private federated deep learning for multi-site medical image segmentation Jul 6, 2021 Deep Learning Federated Learning
Code Code Available A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Jul 2, 2024 Feature Upsampling Image Segmentation
Code Code Available UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTM Jan 13, 2025 Computational Efficiency Image Segmentation
Code Code Available AquaSAM: Underwater Image Foreground Segmentation Aug 8, 2023 Foreground Segmentation Image Segmentation
Code Code Available ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts May 24, 2025 Image Segmentation Instance Segmentation
Code Code Available DFEN: Dual Feature Equalization Network for Medical Image Segmentation May 9, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation Feb 22, 2021 Image Segmentation Segmentation
Code Code Available Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation Feb 22, 2024 Contrastive Learning Image Segmentation
Code Code Available Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis Jul 8, 2024 Image Segmentation Lesion Segmentation
Code Code Available Semantic Binary Segmentation using Convolutional Networks without Decoders May 1, 2018 Decoder Image Segmentation
Code Code Available Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components Oct 28, 2021 Image Segmentation Segmentation
Code Code Available ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation Jun 8, 2023 Decoder Graph Neural Network
Code Code Available Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data Aug 30, 2023 Data Augmentation Image Segmentation
Code Code Available CATALOG: A Camera Trap Language-guided Contrastive Learning Model Dec 14, 2024 Contrastive Learning image-classification
Code Code Available Semantic Image Segmentation via Deep Parsing Network Sep 9, 2015 GPU Image Segmentation
Code Code Available Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessment Jan 14, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded Systems May 3, 2024 Autonomous Navigation Image Segmentation
Code Code Available Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation Mar 19, 2024 Image Segmentation Semantic Segmentation
Code Code Available Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation May 24, 2025 Image Segmentation Kolmogorov-Arnold Networks
Code Code Available Interactive Image Segmentation With Latent Diversity Jun 1, 2018 Diversity Image Segmentation
Code Code Available Interactive Image Segmentation With First Click Attention Jun 1, 2020 Image Segmentation Interactive Segmentation
Code Code Available DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention Jul 15, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Interactive Image Segmentation with Cross-Modality Vision Transformers Jul 5, 2023 Image Segmentation Interactive Segmentation
Code Code Available Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Nov 20, 2024 Contrastive Learning Image Segmentation
Code Code Available Detection and Localization of Drosophila Egg Chambers in Microscopy Images. Sep 7, 2017 Clustering Image Segmentation
Code Code Available Semantic Projection Network for Zero- and Few-Label Semantic Segmentation Jun 1, 2019 Few-Shot Learning Image Segmentation
Code Code Available TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image Segmentation Dec 21, 2022 Image Segmentation Segmentation
Code Code Available Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation Sep 20, 2021 Image Segmentation Left Atrium Segmentation
Code Code Available Dense Transformer Networks May 24, 2017 Decoder Image Segmentation
Code Code Available UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images Apr 12, 2019 3D Reconstruction Electron Microscopy Image Segmentation
Code Code Available Semantic Segmentation for Urban-Scene Images Oct 20, 2021 Autonomous Driving Image Segmentation
Code Code Available Semantic Segmentation from Image Labels by Reconstruction from Structured Decomposition Sep 2, 2024 Image Segmentation Semantic Segmentation
Code Code Available Token Sparsification for Faster Medical Image Segmentation Mar 11, 2023 Image Segmentation Medical Image Segmentation
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