CANet: Context aware network with dual-stream pyramid for medical image segmentation Mar 5, 2023 2D Semantic Segmentation Decoder
Code Code Available 5 Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing Jun 25, 2024 Decoder Image Reconstruction
Code Code Available 5 A Novel Approach for Image Segmentation based on Histograms computed from Hue-data Jul 30, 2017 General Classification Image Segmentation
Code Code Available 5 Masking Hyperspectral Imaging Data with Pretrained Models Nov 6, 2023 Image Segmentation Semantic Segmentation
Code Code Available 5 CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation Aug 28, 2019 Image Segmentation Multiple Instance Learning
Code Code Available 5 An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Feb 10, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 [MASK] is All You Need Dec 9, 2024 All Image Segmentation
Code Code Available 5 Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation Oct 31, 2021 Image Segmentation Segmentation
Code Code Available 5 Calibrating Segmentation Networks with Margin-based Label Smoothing Sep 9, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Aug 5, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Mask Editor : an Image Annotation Tool for Image Segmentation Tasks Sep 17, 2018 Image Cropping Image Segmentation
Code Code Available 5 Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer Aug 1, 2024 Denoising Image Segmentation
Code Code Available 5 Annotation-Efficient Task Guidance for Medical Segment Anything Dec 11, 2024 Computed Tomography (CT) Image Segmentation
Code Code Available 5 Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Oct 14, 2024 Boundary Detection Image Segmentation
Code Code Available 5 MARVIS: Motion & Geometry Aware Real and Virtual Image Segmentation Mar 14, 2024 3D Reconstruction Autonomous Navigation
Code Code Available 5 MedAI: Transparency in Medical Image Segmentation Nov 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent Clustering Oct 19, 2024 Clustering Image Segmentation
Code Code Available 5 BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Jul 23, 2022 Image Segmentation Segmentation
Code Code Available 5 Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models Jan 15, 2024 Data Compression image-classification
Code Code Available 5 Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Apr 28, 2025 Burned Area Delineation Disaster Response
Code Code Available 5 M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available 5 A Certified Radius-Guided Attack Framework to Image Segmentation Models Apr 5, 2023 image-classification Image Classification
Code Code Available 5 LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight Apr 29, 2025 Diagnostic Image Segmentation
Code Code Available 5 BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic Segmentation Aug 31, 2023 Autonomous Driving Domain Adaptation
Code Code Available 5 Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation May 17, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 Lung segmentation with NASNet-Large-Decoder Net Mar 18, 2023 Decoder Image Segmentation
Code Code Available 5 LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical Images Jun 22, 2025 Image Compression Image Segmentation
Code Code Available 5 Level set image segmentation with velocity term learned from data with applications to lung nodule segmentation Oct 8, 2019 BIG-bench Machine Learning Image Segmentation
Code Code Available 5 3D Medical Image Segmentation based on multi-scale MPU-Net Jul 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors Jul 16, 2024 BraTS2021 Hippocampus
Code Code Available 5 Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation Jan 29, 2024 Active Learning Image Segmentation
Code Code Available 5 Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Dec 3, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis Oct 24, 2022 Brain Tumor Segmentation Decoder
Code Code Available 5 CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep Learning Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available 5 Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions Apr 8, 2019 Image Segmentation Semantic Segmentation
Code Code Available 5 Localized Adaptive Risk Control May 13, 2024 ARC Fairness
Code Code Available 5 Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis Jul 12, 2024 Clustering Deep Learning
Code Code Available 5 LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation Sep 10, 2023 Computational Efficiency Image Segmentation
Code Code Available 5 Localized Super Resolution for Foreground Images using U-Net and MR-CNN Oct 27, 2021 Image Segmentation Image Super-Resolution
Code Code Available 5 An Image Segmentation Model with Transformed Total Variation Jun 1, 2024 Image Segmentation model
Code Code Available 5 LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation Dec 13, 2019 Computational Efficiency Image Segmentation
Code Code Available 5 An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation Sep 13, 2017 GPU Image Segmentation
Code Code Available 5 Box Supervised Video Segmentation Proposal Network Feb 14, 2022 Image Segmentation Motion Compensation
Code Code Available 5 Light-Weight RefineNet for Real-Time Semantic Segmentation Oct 8, 2018 GPU Image Segmentation
Code Code Available 5 Lightweight integration of 3D features to improve 2D image segmentation Dec 16, 2022 Image Segmentation Scene Understanding
Code Code Available 5 Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion Dec 11, 2024 GPU Image Segmentation
Code Code Available 5 Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs Mar 12, 2021 Computed Tomography (CT) COVID-19 Image Segmentation
Code Code Available 5 MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation Sep 28, 2024 Image Segmentation Mamba
Code Code Available 5 More complex encoder is not all you need Sep 20, 2023 All Decoder
Code Code Available 5 Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 