Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Jan 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 CTS: A Consistency-Based Medical Image Segmentation Model May 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions Dec 30, 2018 Autonomous Driving Image Segmentation
Code Code Available 5 Image Segmentation Using Hierarchical Merge Tree May 24, 2015 Image Segmentation Segmentation
Code Code Available 5 Image Segmentation using Sparse Subset Selection Apr 8, 2018 Image Segmentation Segmentation
Code Code Available 5 Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Feb 27, 2018 Image Segmentation Semantic Segmentation
Code Code Available 5 Image Segmentation with Topological Priors May 12, 2022 Image Segmentation Segmentation
Code Code Available 5 Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped network May 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Improved post-hoc probability calibration for out-of-domain MRI segmentation Aug 4, 2022 Image Segmentation MRI 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 Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Feb 5, 2024 Benchmarking Image Segmentation
Code Code Available 5 CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Oct 3, 2024 image-classification Image Classification
Code Code Available 5 Image Clustering with Optimization Algorithms and Color Space Apr 18, 2018 Clustering Image Clustering
Code Code Available 5 ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation Jun 12, 2025 Domain Generalization Image Segmentation
Code Code Available 5 AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net Jun 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Nov 25, 2022 Generative Adversarial Network Image Generation
Code Code Available 5 Image-level Regression for Uncertainty-aware Retinal Image Segmentation May 27, 2024 Image Segmentation regression
Code Code Available 5 IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Oct 28, 2022 Image Segmentation Inductive Bias
Code Code Available 5 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE) Jul 5, 2024 Hyperspectral Image Segmentation Image Segmentation
Code Code Available 5 Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB) Mar 14, 2023 Hyperspectral Image Segmentation Image Segmentation
Code Code Available 5 Cross-modal tumor segmentation using generative blending augmentation and self training Apr 4, 2023 Data Augmentation Image Generation
Code Code Available 5 Cross-Modal Self-Attention Network for Referring Image Segmentation Apr 9, 2019 Image Segmentation Referring Expression
Code Code Available 5 IAM: Enhancing RGB-D Instance Segmentation with New Benchmarks Jan 3, 2025 Data Integration Image Segmentation
Code Code Available 5 Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning Aug 27, 2020 Deep Learning Image Segmentation
Code Code Available 5 Image Segmentation by Iterative Inference from Conditional Score Estimation May 21, 2017 Denoising Image Segmentation
Code Code Available 5 Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities Jul 26, 2023 Active Learning Diversity
Code Code Available 5 Attention Normalization Impacts Cardinality Generalization in Slot Attention Jul 4, 2024 Image Segmentation Object
Code Code Available 5 AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Dec 13, 2021 Ensemble Learning Image Segmentation
Code Code Available 5 Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation May 8, 2018 Image Segmentation Medical Image Segmentation
Code Code Available 5 Topology-Preserving Downsampling of Binary Images Jul 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation Sep 8, 2022 Decoder Image Segmentation
Code Code Available 5 Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation May 13, 2024 Decoder Image Segmentation
Code Code Available 5 Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions Jul 24, 2021 Decoder Image Segmentation
Code Code Available 5 Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy Images Oct 18, 2024 Cell Segmentation Electron Microscopy Image Segmentation
Code Code Available 5 Hybrid-Fusion Transformer for Multisequence MRI Nov 2, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Attention Guided Network for Retinal Image Segmentation Jul 25, 2019 Image Segmentation Segmentation
Code Code Available 5 Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images Oct 11, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Mar 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Jun 26, 2024 Continual Learning Domain Generalization
Code Code Available 5 HyperSpace: Hypernetworks for spacing-adaptive image segmentation Jul 4, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Image Segmentation: Inducing graph-based learning Jan 7, 2025 Autonomous Driving Image Segmentation
Code Code Available 5 Cross-dimensional transfer learning in medical image segmentation with deep learning Jul 29, 2023 image-classification Image Classification
Code Code Available 5 Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images Mar 30, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Crop and Couple: cardiac image segmentation using interlinked specialist networks Feb 14, 2024 Anatomy Image Segmentation
Code Code Available 5 How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available 5 Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey May 5, 2023 Benchmarking Image Generation
Code Code Available 5 How to scale hyperparameters for quickshift image segmentation Jan 23, 2022 Image Segmentation Semantic Segmentation
Code Code Available 5 Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks Oct 19, 2017 Image Segmentation Semantic Segmentation
Code Code Available 5 