Curriculum Prompting Foundation Models for Medical Image Segmentation Sep 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation Jun 6, 2023 Domain Adaptation Image Segmentation
Code Code Available CTS: A Consistency-Based Medical Image Segmentation Model May 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Feb 5, 2024 Benchmarking Image Segmentation
Code Code Available TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Jul 12, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Analysis of the performance of U-Net neural networks for the segmentation of living cells Oct 4, 2022 Cell Segmentation Cell Tracking
Code Code Available Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into parts Aug 24, 2019 Image Segmentation Instance Segmentation
Code Code Available WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Apr 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 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 Benchmarking Human and Automated Prompting in the Segment Anything Model Oct 29, 2024 Benchmarking Image Segmentation
Code Code Available A simple thinking about the application of the attention mechanism in medical ultrasound image segmentation task Oct 2, 2023 Image Segmentation Semantic Segmentation
Code Code Available WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Oct 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Jul 8, 2022 Domain Adaptation Image Segmentation
Code Code Available Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan Africa Jan 7, 2025 Brain Tumor Segmentation Data Augmentation
Code Code Available SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning Mar 3, 2025 Decoder Image Segmentation
Code Code Available ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation Jul 5, 2022 Image Segmentation Knowledge Distillation
Code Code Available A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation Oct 11, 2024 Image Segmentation Segmentation
Code Code Available Generative Adversarial Network for Future Hand Segmentation from Egocentric Video Mar 21, 2022 Generative Adversarial Network Hand Segmentation
Code Code Available RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Nov 4, 2018 Brain Tumor Segmentation Deep Attention
Code Code Available Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy Oct 9, 2024 Domain Adaptation Image Segmentation
Code Code Available Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images Nov 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Nov 7, 2024 Domain Generalization Image Segmentation
Code Code Available A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation May 9, 2020 Denoising Image Segmentation
Code Code Available Realistic Image Normalization for Multi-Domain Segmentation Sep 29, 2020 Image Segmentation Medical Image Analysis
Code Code Available Cross-modal tumor segmentation using generative blending augmentation and self training Apr 4, 2023 Data Augmentation Image Generation
Code Code Available Spatially Adaptive Computation Time for Residual Networks Dec 7, 2016 Classification Computational Efficiency
Code Code Available Cross-Modal Self-Attention Network for Referring Image Segmentation Apr 9, 2019 Image Segmentation Referring Expression
Code Code Available Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation Mar 7, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images Apr 13, 2022 Active Learning Clustering
Code Code Available 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 A Baseline Statistical Method For Robust User-Assisted Multiple Segmentation Jan 8, 2022 Benchmarking Image Segmentation
Code Code Available ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation May 30, 2025 Decoder Image Segmentation
Code Code Available Analysis of Information Flow Through U-Nets Jan 21, 2021 Image Segmentation Semantic Segmentation
Code Code Available Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation Mar 11, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Jul 12, 2019 Image Segmentation Semantic Segmentation
Code Code Available Transformer-based Annotation Bias-aware Medical Image Segmentation Jun 2, 2023 Decoder Image Segmentation
Code Code Available Transformer based Generative Adversarial Network for Liver Segmentation May 21, 2022 Generative Adversarial Network Image Segmentation
Code Code Available Membership Inference Attacks are Easier on Difficult Problems Feb 15, 2021 Image Segmentation Medical Image Segmentation
Code Code Available AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Aug 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation Jul 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions Jul 24, 2021 Decoder Image Segmentation
Code Code Available FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Dec 16, 2016 Brain Image Segmentation image-classification
Code Code Available Recurrent Multimodal Interaction for Referring Image Segmentation Mar 23, 2017 Image Segmentation multimodal interaction
Code Code Available Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Feb 20, 2018 image-classification Image Classification
Code Code Available Transformer-based out-of-distribution detection for clinically safe segmentation May 21, 2022 Image Segmentation Out-of-Distribution Detection
Code Code Available Unsupervised Hyperspectral Stimulated Raman Microscopy Image Enhancement: Denoising and Segmentation via One-Shot Deep Learning Apr 14, 2021 Clustering Denoising
Code Code Available Auto-nnU-Net: Towards Automated Medical Image Segmentation May 22, 2025 AutoML Computational Efficiency
Code Code Available Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT Dec 3, 2023 Caption Generation Decoder
Code Code Available Red-Teaming Segment Anything Model Apr 2, 2024 Image Segmentation model
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