Learning Aerial Image Segmentation from Online Maps Jul 21, 2017 General Classification Image Segmentation
Code Code Available Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection Dec 5, 2016 Boundary Detection Decoder
Code Code Available Nonlinear Markov Random Fields Learned via Backpropagation Feb 27, 2019 Image Segmentation Segmentation
Code Code Available CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation Mar 9, 2023 Image Augmentation Image Segmentation
Code Code Available Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization Oct 27, 2018 Image Segmentation Riemannian optimization
Code Code Available Segmenting Medical Images with Limited Data Jul 12, 2024 Decoder Diversity
Code Code Available Segmenting Medical MRI via Recurrent Decoding Cell Nov 21, 2019 Decoder Image Segmentation
Code Code Available Segmenting two-dimensional structures with strided tensor networks Feb 13, 2021 image-classification Image Classification
Code Code Available 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 No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction Jun 27, 2023 Image Segmentation Segmentation
Code Code Available Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal Organs May 18, 2023 Image Segmentation Segmentation
Code Code Available AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ Segmentation Sep 12, 2024 Decoder Image Segmentation
Code Code Available LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D Images Oct 30, 2019 Image Segmentation Point Cloud Segmentation
Code Code Available 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 Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Jul 31, 2023 Domain Adaptation Image Segmentation
Code Code Available CFCM: Segmentation via Coarse to Fine Context Memory Jun 4, 2018 Decoder Image Segmentation
Code Code Available DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Oct 13, 2020 Domain Generalization Image Segmentation
Code Code Available Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts Nov 13, 2023 Image Segmentation Interactive Segmentation
Code Code Available Large-scale image segmentation based on distributed clustering algorithms Jun 21, 2021 Chunking Clustering
Code Code Available Does a Rising Tide Lift All Boats? Bias Mitigation for AI-based CMR Segmentation Mar 21, 2025 All Image Segmentation
Code Code Available Large-Scale Electron Microscopy Image Segmentation in Spark Apr 1, 2016 Electron Microscopy Image Segmentation Image Segmentation
Code Code Available DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images Nov 18, 2017 Image Segmentation Semantic Segmentation
Code Code Available Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily Plant Jan 22, 2023 feature selection Image Segmentation
Code Code Available Certification of Deep Learning Models for Medical Image Segmentation Oct 5, 2023 Deep Learning Denoising
Code Code Available Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Aug 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available 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 Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective Feb 2, 2025 Fairness Image Segmentation
Code Code Available Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification Mar 23, 2023 Image Segmentation Segmentation
Code Code Available DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs Jul 31, 2024 Decoder Image Segmentation
Code Code Available Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation Oct 29, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available The Importance of Skip Connections in Biomedical Image Segmentation Aug 14, 2016 Image Segmentation Semantic Segmentation
Code Code Available Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Jul 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Language-Based Image Editing with Recurrent Attentive Models Nov 16, 2017 Colorization Image Colorization
Code Code Available LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation Jun 22, 2020 Image Segmentation Segmentation
Code Code Available Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Oct 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Selective Information Passing for MR/CT Image Segmentation Oct 10, 2020 Decoder Image Segmentation
Code Code Available Central object segmentation by deep learning for fruits and other roundish objects Aug 4, 2020 Image Segmentation Position
Code Code Available Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models Jul 4, 2022 Classification image-classification
Code Code Available Center Smoothing: Certified Robustness for Networks with Structured Outputs Feb 19, 2021 Adversarial Robustness Dimensionality Reduction
Code Code Available Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Sep 12, 2024 Image Segmentation Medical Diagnosis
Code Code Available LadderNet: Multi-path networks based on U-Net for medical image segmentation Oct 17, 2018 Decoder Image Segmentation
Code Code Available LACFormer: Toward accurate and efficient polyp segmentation Nov 23, 2023 Decoder Image Segmentation
Code Code Available On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks May 5, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation Jun 5, 2019 Brain Tumor Segmentation Image Segmentation
Code Code Available CE-Net: Context Encoder Network for 2D Medical Image Segmentation Mar 7, 2019 Cell Segmentation Decoder
Code Code Available One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual Prompt Apr 17, 2023 Image Segmentation One-Shot Segmentation
Code Code Available One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data Jul 27, 2023 Brain Image Segmentation Image Registration
Code Code Available Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation Sep 14, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available Kvasir-SEG: A Segmented Polyp Dataset Nov 16, 2019 Image Segmentation Medical Image Analysis
Code Code Available Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Aug 7, 2024 Data Augmentation Image Reconstruction
Code Code Available 