The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks Jun 1, 2018 Image Segmentation Segmentation
Code Code Available KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level Feb 11, 2025 Image Segmentation Segmentation
Code Code Available U-Net Fixed-Point Quantization for Medical Image Segmentation Aug 2, 2019 Image Segmentation Medical Image Segmentation
Code Code Available On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal Inference May 7, 2016 Edge Detection General Classification
Code Code Available On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice Jun 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Jan 2, 2024 Domain Adaptation Image Segmentation
Code Code Available SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection May 24, 2022 Active Learning Domain Adaptation
Code Code Available Online Normalization for Training Neural Networks May 15, 2019 General Classification image-classification
Code Code Available Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT Nov 11, 2022 Image Segmentation Knowledge Distillation
Code Code Available Cellpose+, a morphological analysis tool for feature extraction of stained cell images Oct 24, 2024 Cell Segmentation Image Segmentation
Code Code Available Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image Segmentation Mar 28, 2016 Clustering Image Segmentation
Code Code Available On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems Jan 22, 2019 Dimensionality Reduction General Classification
Code Code Available On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task Jul 6, 2017 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN Jun 13, 2022 Image Segmentation Semantic Segmentation
Code Code Available CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation May 25, 2025 Image Segmentation Long-range modeling
Code Code Available A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Jun 7, 2023 Active Learning Anatomy
Code Code Available Self-paced and self-consistent co-training for semi-supervised image segmentation Oct 31, 2020 Image Segmentation Segmentation
Code Code Available Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Nov 24, 2022 Image Registration Image Segmentation
Code Code Available DISIR: Deep Image Segmentation with Interactive Refinement Mar 31, 2020 Image Segmentation Interactive Segmentation
Code Code Available On the iterative refinement of densely connected representation levels for semantic segmentation Apr 30, 2018 Image Segmentation Scene Understanding
Code Code Available On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness Sep 13, 2022 Image Segmentation Lesion Segmentation
Code Code Available Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation Jul 7, 2024 Contrastive Learning Image Registration
Code Code Available Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation May 30, 2023 Data Augmentation Image Segmentation
Code Code Available On the relationship between calibrated predictors and unbiased volume estimation Dec 23, 2021 Active Learning Image Segmentation
Code Code Available Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data Nov 28, 2023 Decision Making Generative Adversarial Network
Code Code Available The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation Nov 28, 2016 image-classification Image Segmentation
Code Code Available Disentangle, align and fuse for multimodal and semi-supervised image segmentation Nov 11, 2019 Anatomy Cardiac Segmentation
Code Code Available JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection May 19, 2023 Fovea Detection Image Segmentation
Code Code Available Adaptive Real-Time Multi-Loss Function Optimization Using Dynamic Memory Fusion Framework: A Case Study on Breast Cancer Segmentation Oct 10, 2024 Deep Learning Image Segmentation
Code Code Available Discriminative features pyramid network for medical image segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Discriminative features pyramid network for medical image segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Open-Set 3D Semantic Instance Maps for Vision Language Navigation -- O3D-SIM Apr 27, 2024 Image Segmentation Navigate
Code Code Available 2D LiDAR and Camera Fusion Using Motion Cues for Indoor Layout Estimation Apr 24, 2022 Image Segmentation Semantic Segmentation
Code Code Available IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks Dec 12, 2019 Image Segmentation Retinal Vessel Segmentation
Code Code Available Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks Jan 4, 2019 Deep Learning Image Segmentation
Code Code Available Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Dec 22, 2021 Image Segmentation Segmentation
Code Code Available Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image Segmentation Mar 7, 2025 Data Augmentation Image Segmentation
Code Code Available iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel Segmentation Apr 13, 2023 Image Segmentation Segmentation
Code Code Available A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations Apr 20, 2020 Image Segmentation Medical Image Analysis
Code Code Available IODeep: an IOD for the introduction of deep learning in the DICOM standard Nov 10, 2023 Diagnostic Federated Learning
Code Code Available Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation Jul 22, 2021 Data Augmentation Image Segmentation
Code Code Available DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Mar 29, 2021 GPU Image Segmentation
Code Code Available Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning Sep 11, 2024 Image Segmentation Segmentation
Code Code Available An Efficient Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation Feb 21, 2022 Image Segmentation Segmentation
Code Code Available Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 7, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 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 A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems Sep 1, 2019 Image Segmentation Interactive Segmentation
Code Code Available Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses Feb 27, 2025 Image Segmentation Segmentation
Code Code Available Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation Jan 12, 2024 Image Segmentation Linear evaluation
Code Code Available Optimal Transport for Multi-source Domain Adaptation under Target Shift Mar 13, 2018 Domain Adaptation Image Segmentation
Code Code Available 