Uncertainty-weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation Oct 26, 2023 Image Segmentation Segmentation
Code Code Available Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Nov 28, 2023 Disentanglement Image Segmentation
Code Code Available Negligible effect of brain MRI data preprocessing for tumor segmentation Apr 11, 2022 Anatomy Denoising
Code Code Available Segmentation by registration-enabled SAM prompt engineering using five reference images Jul 25, 2024 Image Registration Image Segmentation
Code Code Available LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Aug 17, 2023 Data Augmentation Diversity
Code Code Available Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation May 30, 2022 Data Augmentation Image Segmentation
Code Code Available AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation Sep 2, 2023 Anatomy Data Augmentation
Code Code Available Do Neural Networks for Segmentation Understand Insideness? Jan 25, 2022 Image Segmentation Rolling Shutter Correction
Code Code Available Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs Jul 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Domain Generalization with Fourier Transform and Soft Thresholding Sep 18, 2023 Domain Generalization Image Augmentation
Code Code Available CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke Jul 16, 2019 Decoder Image Segmentation
Code Code Available Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data Jan 28, 2023 Binary Classification Classification
Code Code Available LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models Mar 21, 2024 Diversity Image Inpainting
Code Code Available Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks Mar 5, 2018 General Classification Heart Segmentation
Code Code Available Neural networks for topology optimization Sep 27, 2017 Decoder Deep Learning
Code Code Available Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM) Nov 14, 2023 Gaze Estimation Image Segmentation
Code Code Available Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset Mar 25, 2022 Image Segmentation Segmentation
Code Code Available VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation Dec 20, 2024 Image Segmentation Interactive Segmentation
Code Code Available Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands Oct 23, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems Oct 20, 2023 Clustering Computational Efficiency
Code Code Available Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation Dec 16, 2021 Image Segmentation Image-to-Image Translation
Code Code Available A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Nov 30, 2023 Deep Learning Image Segmentation
Code Code Available Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segment Feb 20, 2019 Image Segmentation Panoptic Segmentation
Code Code Available NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines Jun 11, 2018 Brain Image Segmentation Brain Segmentation
Code Code Available NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep Learning Oct 16, 2023 Image Segmentation Segmentation
Code Code Available Segmentation of Roots in Soil with U-Net Feb 28, 2019 Image Segmentation Segmentation
Code Code Available NeurReg: Neural Registration and Its Application to Image Segmentation Oct 4, 2019 Image Registration Image Segmentation
Code Code Available A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation Mar 28, 2022 Denoising Dimensionality Reduction
Code Code Available AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation Jun 28, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction Sep 9, 2017 Image Segmentation Semantic Segmentation
Code Code Available Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations Aug 10, 2021 Image Segmentation Semantic Segmentation
Code Code Available Nighttime sky/cloud image segmentation May 30, 2017 Image Segmentation Segmentation
Code Code Available Learning With Context Feedback Loop for Robust Medical Image Segmentation Mar 4, 2021 Deep Learning Image Segmentation
Code Code Available Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks Nov 7, 2018 Image Segmentation Multi-Task Learning
Code Code Available 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 Learning To Pay Attention To Mistakes Jul 29, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation Jun 5, 2019 Image Segmentation Segmentation
Code Code Available Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Sep 16, 2024 Contrastive Learning Image Segmentation
Code Code Available A deep learning classifier for local ancestry inference Nov 4, 2020 Decoder Deep Learning
Code Code Available Automated Design of Deep Learning Methods for Biomedical Image Segmentation Apr 17, 2019 Deep Learning Image Segmentation
Code Code Available Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation Dec 20, 2019 BIG-bench Machine Learning Image Segmentation
Code Code Available Learning Semantic Segmentation with Query Points Supervision on Aerial Images Sep 11, 2023 Image Segmentation Segmentation
Code Code Available Learning of Image Dehazing Models for Segmentation Tasks Mar 4, 2019 Image Dehazing Image Segmentation
Code Code Available Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing Jan 5, 2024 Contrastive Learning Image Segmentation
Code Code Available Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography Jun 29, 2021 Image Segmentation Segmentation
Code Code Available 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 Domain Generalization via Model-Agnostic Learning of Semantic Features Oct 29, 2019 Domain Generalization General Knowledge
Code Code Available 3D Densely Convolutional Networks for Volumetric Segmentation Sep 11, 2017 Brain Segmentation Image Segmentation
Code Code Available Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation May 25, 2025 Computed Tomography (CT) Contrastive Learning
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