3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation Mar 25, 2024 Decoder Hippocampus
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 AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation Sep 2, 2023 Anatomy Data Augmentation
Code Code Available 5 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Dec 10, 2018 3D Medical Imaging Segmentation Ensemble Learning
Code Code Available 5 A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight Computers Jul 14, 2025 Image Segmentation Segmentation
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 Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Oct 14, 2024 Boundary Detection Image Segmentation
Code Code Available 5 Lung segmentation with NASNet-Large-Decoder Net Mar 18, 2023 Decoder Image Segmentation
Code Code Available 5 Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jan 7, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available 5 Boundary-aware Context Neural Network for Medical Image Segmentation May 3, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation Mar 28, 2022 Denoising Dimensionality Reduction
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 Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 Bottom-Up Shift and Reasoning for Referring Image Segmentation Jun 19, 2021 Image Segmentation 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 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 Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions Apr 8, 2019 Image Segmentation Semantic 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 Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer Apr 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Localized Adaptive Risk Control May 13, 2024 ARC Fairness
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 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 ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation May 1, 2020 Image Segmentation Medical 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 LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight Apr 29, 2025 Diagnostic Image Segmentation
Code Code Available 5 Blackbox Adaptation for Medical Image Segmentation May 17, 2024 Decoder Image Segmentation
Code Code Available 5 3D Densely Convolutional Networks for Volumetric Segmentation Sep 11, 2017 Brain Segmentation Image Segmentation
Code Code Available 5 LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation Dec 13, 2019 Computational Efficiency Image Segmentation
Code Code Available 5 Light-Weight RefineNet for Real-Time Semantic Segmentation Oct 8, 2018 GPU Image Segmentation
Code Code Available 5 Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging Dec 4, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Binary segmentation of medical images using implicit spline representations and deep learning Feb 25, 2021 Image Segmentation 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 Lightweight integration of 3D features to improve 2D image segmentation Dec 16, 2022 Image Segmentation Scene Understanding
Code Code Available 5 Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models Jul 4, 2022 Classification image-classification
Code Code Available 5 SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection May 24, 2022 Active Learning Domain Adaptation
Code Code Available 5 Leveraging Self-supervised Denoising for Image Segmentation Nov 27, 2019 Denoising Image Segmentation
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 Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts May 25, 2019 graph partitioning Image Segmentation
Code Code Available 5 DISIR: Deep Image Segmentation with Interactive Refinement Mar 31, 2020 Image Segmentation Interactive Segmentation
Code Code Available 5 Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems Oct 20, 2023 Clustering Computational Efficiency
Code Code Available 5 Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Nov 21, 2023 Contrastive Learning Image Segmentation
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 Disentangle, align and fuse for multimodal and semi-supervised image segmentation Nov 11, 2019 Anatomy Cardiac Segmentation
Code Code Available 5 Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Aug 7, 2024 Data Augmentation Image Reconstruction
Code Code Available 5 Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available 5 LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models Mar 21, 2024 Diversity Image Inpainting
Code Code Available 5 Learning With Context Feedback Loop for Robust Medical Image Segmentation Mar 4, 2021 Deep Learning Image Segmentation
Code Code Available 5 Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction Sep 9, 2017 Image Segmentation Semantic Segmentation
Code Code Available 5 An efficient iterative thresholding method for image segmentation Aug 4, 2016 Image Segmentation Semantic Segmentation
Code Code Available 5 LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Aug 17, 2023 Data Augmentation Diversity
Code Code Available 5 