Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions Apr 8, 2019 Image Segmentation Semantic 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 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 LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation Dec 13, 2019 Computational Efficiency Image Segmentation
Code Code Available 5 Anchor Diffusion for Unsupervised Video Object Segmentation Oct 24, 2019 Image Segmentation Object
Code Code Available 5 Abstracted Gaussian Prototypes for One-Shot Concept Learning Aug 30, 2024 Image Segmentation One-Shot Learning
Code Code Available 5 An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net Jul 20, 2021 Cell Segmentation Image Segmentation
Code Code Available 5 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Dec 10, 2018 3D Medical Imaging Segmentation Ensemble Learning
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 DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Jul 17, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 Leveraging Self-supervised Denoising for Image Segmentation Nov 27, 2019 Denoising Image Segmentation
Code Code Available 5 Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor Nov 13, 2021 Anatomy Dimensionality Reduction
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 DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images Oct 4, 2024 Electron Microscopy Image Segmentation Image Registration
Code Code Available 5 BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation Jan 8, 2025 Dichotomous Image Segmentation Image Matting
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 Differentially private federated deep learning for multi-site medical image segmentation Jul 6, 2021 Deep Learning Federated Learning
Code Code Available 5 An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image Sep 12, 2019 Cardiac Segmentation 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 DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps Segmentation Aug 15, 2023 Brain Tumor Segmentation Decoder
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 Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available 5 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation Mar 14, 2025 Image Segmentation Lesion Segmentation
Code Code Available 5 A deep learning classifier for local ancestry inference Nov 4, 2020 Decoder Deep Learning
Code Code Available 5 Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Sep 11, 2020 Image Segmentation Medical 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 CAM Algorithms for Explaining Medical Semantic Segmentation Sep 30, 2024 Classification Decision Making
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 Benchmarking Human and Automated Prompting in the Segment Anything Model Oct 29, 2024 Benchmarking Image 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 Learning To Pay Attention To Mistakes Jul 29, 2020 Image Segmentation Medical 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 Learning With Context Feedback Loop for Robust Medical Image Segmentation Mar 4, 2021 Deep Learning Image Segmentation
Code Code Available 5 Learning Semantic Segmentation with Query Points Supervision on Aerial Images Sep 11, 2023 Image Segmentation Segmentation
Code Code Available 5 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Sep 16, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation Jun 5, 2019 Image Segmentation Segmentation
Code Code Available 5 DFEN: Dual Feature Equalization Network for Medical Image Segmentation May 9, 2025 Image Segmentation Medical Image 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 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 5 Learning of Image Dehazing Models for Segmentation Tasks Mar 4, 2019 Image Dehazing Image Segmentation
Code Code Available 5 Light-Weight RefineNet for Real-Time Semantic Segmentation Oct 8, 2018 GPU Image Segmentation
Code Code Available 5 A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling Jan 25, 2020 Image Segmentation Semantic Segmentation
Code Code Available 5 Learning Aerial Image Segmentation from Online Maps Jul 21, 2017 General Classification Image Segmentation
Code Code Available 5 Learning from imperfect training data using a robust loss function: application to brain image segmentation Aug 8, 2022 Brain Image Segmentation EEG
Code Code Available 5 Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI) Aug 22, 2023 Image Segmentation Segmentation
Code Code Available 5 DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity May 9, 2024 Image Segmentation Segmentation
Code Code Available 5 LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D Images Oct 30, 2019 Image Segmentation Point Cloud Segmentation
Code Code Available 5 L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI Apr 21, 2020 Cardiac Segmentation Image Segmentation
Code Code Available 5 Detection and Localization of Drosophila Egg Chambers in Microscopy Images. Sep 7, 2017 Clustering Image Segmentation
Code Code Available 5 