Binary segmentation of medical images using implicit spline representations and deep learning Feb 25, 2021 Image Segmentation Segmentation
Code Code Available 5 Level set image segmentation with velocity term learned from data with applications to lung nodule segmentation Oct 8, 2019 BIG-bench Machine Learning Image Segmentation
Code Code Available 5 Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models Jul 4, 2022 Classification image-classification
Code Code Available 5 Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs Mar 12, 2021 Computed Tomography (CT) COVID-19 Image Segmentation
Code Code Available 5 Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Aug 7, 2024 Data Augmentation Image Reconstruction
Code Code Available 5 SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection May 24, 2022 Active Learning Domain Adaptation
Code Code Available 5 Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Dec 3, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions Apr 8, 2019 Image Segmentation Semantic Segmentation
Code Code Available 5 DISIR: Deep Image Segmentation with Interactive Refinement Mar 31, 2020 Image Segmentation Interactive Segmentation
Code Code Available 5 Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems Oct 20, 2023 Clustering Computational Efficiency
Code Code Available 5 LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors Jul 16, 2024 BraTS2021 Hippocampus
Code Code Available 5 LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight Apr 29, 2025 Diagnostic Image Segmentation
Code Code Available 5 Disentangle, align and fuse for multimodal and semi-supervised image segmentation Nov 11, 2019 Anatomy Cardiac Segmentation
Code Code Available 5 Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Apr 28, 2025 Burned Area Delineation Disaster Response
Code Code Available 5 An efficient iterative thresholding method for image segmentation Aug 4, 2016 Image Segmentation Semantic Segmentation
Code Code Available 5 LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation Sep 10, 2023 Computational Efficiency Image Segmentation
Code Code Available 5 Discriminative features pyramid network for medical image segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation Dec 13, 2019 Computational Efficiency Image Segmentation
Code Code Available 5 Discriminative features pyramid network for medical image segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Lightweight integration of 3D features to improve 2D image segmentation Dec 16, 2022 Image Segmentation Scene Understanding
Code Code Available 5 Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion Dec 11, 2024 GPU Image Segmentation
Code Code Available 5 Light-Weight RefineNet for Real-Time Semantic Segmentation Oct 8, 2018 GPU Image Segmentation
Code Code Available 5 Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image Segmentation Mar 7, 2025 Data Augmentation Image Segmentation
Code Code Available 5 Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization Oct 27, 2018 Image Segmentation Riemannian optimization
Code Code Available 5 Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor Nov 13, 2021 Anatomy Dimensionality Reduction
Code Code Available 5 Localized Adaptive Risk Control May 13, 2024 ARC Fairness
Code Code Available 5 Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts May 25, 2019 graph partitioning Image Segmentation
Code Code Available 5 DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Mar 29, 2021 GPU Image Segmentation
Code Code Available 5 Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 7, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 5 Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture Apr 22, 2023 Decoder Diagnostic
Code Code Available 5 LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Aug 17, 2023 Data Augmentation Diversity
Code Code Available 5 Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation Aug 26, 2020 Image Segmentation Semantic Segmentation
Code Code Available 5 Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation Sep 30, 2024 Classification Decision Making
Code Code Available 5 Leveraging Self-supervised Denoising for Image Segmentation Nov 27, 2019 Denoising Image Segmentation
Code Code Available 5 Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation Jun 5, 2020 Image Segmentation Semantic Segmentation
Code Code Available 5 A General Pipeline for Glomerulus Whole-Slide Image Segmentation Nov 7, 2024 Image Segmentation Segmentation
Code Code Available 5 Learning With Context Feedback Loop for Robust Medical Image Segmentation Mar 4, 2021 Deep Learning Image Segmentation
Code Code Available 5 Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available 5 Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIR Apr 17, 2023 Image Segmentation Knowledge Distillation
Code Code Available 5 Anchor Diffusion for Unsupervised Video Object Segmentation Oct 24, 2019 Image Segmentation Object
Code Code Available 5 Bottom-Up Shift and Reasoning for Referring Image Segmentation Jun 19, 2021 Image Segmentation Segmentation
Code Code Available 5 Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks Nov 7, 2018 Image Segmentation Multi-Task Learning
Code Code Available 5 Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models Mar 21, 2024 Diversity Image Inpainting
Code Code Available 5 Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Nov 21, 2023 Contrastive Learning Image Segmentation
Code Code Available 5 Localized Super Resolution for Foreground Images using U-Net and MR-CNN Oct 27, 2021 Image Segmentation Image Super-Resolution
Code Code Available 5 Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jan 7, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available 5 Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing Jan 5, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 Learning of Image Dehazing Models for Segmentation Tasks Mar 4, 2019 Image Dehazing Image Segmentation
Code Code Available 5 