Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation Jun 6, 2019 Image Segmentation Lesion Classification
Code Code Available Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Nov 17, 2023 Decoder Image Segmentation
Code Code Available HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Mar 14, 2023 Anatomy Deep Learning
Code Code Available Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Feb 11, 2019 Contour Detection Image Segmentation
Code Code Available Unsupervised Decomposition Networks for Bias Field Correction in MR Image Jul 30, 2023 Image Segmentation Segmentation
Code Code Available PTQ4RIS: Post-Training Quantization for Referring Image Segmentation Sep 25, 2024 Image Segmentation Quantization
Code Code Available Skull stripping with purely synthetic data May 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Unsupervised Deep Learning Meets Chan-Vese Model Apr 14, 2022 Deep Learning Image Segmentation
Code Code Available PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation Dec 25, 2023 Decision Making Decoder
Code Code Available Slack and Margin Rescaling as Convex Extensions of Supermodular Functions Jun 19, 2016 Image Segmentation Object Localization
Code Code Available Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance Apr 17, 2025 Image Segmentation Medical Image Segmentation
Code Code Available H²O: Heatmap by Hierarchical Occlusion Sep 20, 2023 image-classification Image Classification
Code Code Available Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Nov 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Nov 29, 2023 Cell Segmentation Image Segmentation
Code Code Available GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video Mar 16, 2021 Image Segmentation Segmentation
Code Code Available Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification Mar 7, 2018 Classification General Classification
Code Code Available Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Dec 14, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jan 7, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification May 13, 2024 Image Segmentation Management
Code Code Available GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation Jun 12, 2024 Decoder Diagnostic
Code Code Available Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing Jun 1, 2018 Image Segmentation Segmentation
Code Code Available Boundary-aware Context Neural Network for Medical Image Segmentation May 3, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available Grounding Linguistic Commands to Navigable Regions Dec 24, 2021 Autonomous Vehicles Image Segmentation
Code Code Available GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Apr 4, 2025 Image Segmentation Segmentation
Code Code Available Bottom-Up Shift and Reasoning for Referring Image Segmentation Jun 19, 2021 Image Segmentation Segmentation
Code Code Available Going to Extremes: Weakly Supervised Medical Image Segmentation Sep 25, 2020 BIG-bench Machine Learning Image Segmentation
Code Code Available GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation Dec 18, 2012 Image Segmentation Segmentation
Code Code Available How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Dec 17, 2023 Image Segmentation Segmentation
Code Code Available GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation Jan 6, 2025 Cardiac Segmentation Image Segmentation
Code Code Available Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators May 29, 2019 Audio Source Separation Image Generation
Code Code Available An application of cascaded 3D fully convolutional networks for medical image segmentation Mar 14, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics Sep 11, 2024 Data Visualization Image Registration
Code Code Available Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference Oct 5, 2020 Computational Efficiency Image Segmentation
Code Code Available Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer Apr 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects Dec 5, 2024 Image Segmentation Interactive Segmentation
Code Code Available GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Apr 27, 2024 BraTS2021 Image Segmentation
Code Code Available SMRVIS: Point cloud extraction from 3-D ultrasound for non-destructive testing Jun 7, 2023 Image Segmentation Semantic Segmentation
Code Code Available SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentation Mar 24, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Visual Material Characteristics Learning for Circular Healthcare Sep 9, 2023 Image Segmentation Point Tracking
Code Code Available Blackbox Adaptation for Medical Image Segmentation May 17, 2024 Decoder Image Segmentation
Code Code Available AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging Dec 4, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Binary segmentation of medical images using implicit spline representations and deep learning Feb 25, 2021 Image Segmentation Segmentation
Code Code Available BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation Jan 8, 2025 Dichotomous Image Segmentation Image Matting
Code Code Available Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net May 22, 2020 Image Segmentation Semantic Segmentation
Code Code Available QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results Dec 19, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation May 13, 2024 Decoder Image Segmentation
Code Code Available QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image Segmentation Mar 12, 2025 Active Learning Image Segmentation
Code Code Available Quickshift++: Provably Good Initializations for Sample-Based Mean Shift May 21, 2018 Clustering Image Segmentation
Code Code Available 