Alternative Learning Paradigms for Image Quality Transfer
Fuente:
arXiv
Saved in:
| Main Authors: | Eldaly, Ahmed Karam, Figini, Matteo, Alexander, Daniel C. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian Uncertainty-Aware MRI Reconstruction
by: Eldaly, Ahmed Karam, et al.
Published: (2026)
by: Eldaly, Ahmed Karam, et al.
Published: (2026)
Towards Human-AI Collaboration System for the Detection of Invasive Ductal Carcinoma in Histopathology Images
by: Han, Shuo, et al.
Published: (2025)
by: Han, Shuo, et al.
Published: (2025)
Rethinking Transfer Learning for Medical Image Classification
by: Peng, Le, et al.
Published: (2021)
by: Peng, Le, et al.
Published: (2021)
Efficient Breast and Ovarian Cancer Classification via ViT-Based Preprocessing and Transfer Learning
by: Rawat, Richa, et al.
Published: (2025)
by: Rawat, Richa, et al.
Published: (2025)
Breast Cancer Image Classification Method Based on Deep Transfer Learning
by: Wang, Weimin, et al.
Published: (2024)
by: Wang, Weimin, et al.
Published: (2024)
Automatically Score Tissue Images Like a Pathologist by Transfer Learning
by: Yan, Iris
Published: (2022)
by: Yan, Iris
Published: (2022)
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration
by: Delbracio, Mauricio, et al.
Published: (2023)
by: Delbracio, Mauricio, et al.
Published: (2023)
Deep Learning Superresolution for 7T Knee MR Imaging: Impact on Image Quality and Diagnostic Performance
by: Chen, Pinzhen, et al.
Published: (2026)
by: Chen, Pinzhen, et al.
Published: (2026)
Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning
by: Lopez-Tiro, Francisco, et al.
Published: (2022)
by: Lopez-Tiro, Francisco, et al.
Published: (2022)
Light Field Image Quality Assessment With Auxiliary Learning Based on Depthwise and Anglewise Separable Convolutions
by: Qu, Qiang, et al.
Published: (2024)
by: Qu, Qiang, et al.
Published: (2024)
Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining
by: Khanna, Sameer, et al.
Published: (2024)
by: Khanna, Sameer, et al.
Published: (2024)
Emulating Clinical Quality Muscle B-mode Ultrasound Images from Plane Wave Images Using a Two-Stage Machine Learning Model
by: Chen, Reed, et al.
Published: (2024)
by: Chen, Reed, et al.
Published: (2024)
Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS
by: Kim, Seunghoi, et al.
Published: (2025)
by: Kim, Seunghoi, et al.
Published: (2025)
Deep Transfer Learning for Kidney Cancer Diagnosis
by: Habchi, Yassine, et al.
Published: (2024)
by: Habchi, Yassine, et al.
Published: (2024)
Bone Fracture Classification using Transfer Learning
by: Gupta, Shyam, et al.
Published: (2024)
by: Gupta, Shyam, et al.
Published: (2024)
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
by: Ifty, Tanzina Taher, et al.
Published: (2024)
by: Ifty, Tanzina Taher, et al.
Published: (2024)
InstructIR: High-Quality Image Restoration Following Human Instructions
by: Conde, Marcos V., et al.
Published: (2024)
by: Conde, Marcos V., et al.
Published: (2024)
High Perceptual Quality Image Denoising with a Posterior Sampling CGAN
by: Ohayon, Guy, et al.
Published: (2021)
by: Ohayon, Guy, et al.
Published: (2021)
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
by: Liang, Shijun, et al.
Published: (2025)
by: Liang, Shijun, et al.
Published: (2025)
Topologically Faithful Multi-class Segmentation in Medical Images
by: Berger, Alexander H., et al.
Published: (2024)
by: Berger, Alexander H., et al.
Published: (2024)
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation
by: Ren, Tianyi, et al.
Published: (2024)
by: Ren, Tianyi, et al.
Published: (2024)
Unsupervised Domain Transfer with Conditional Invertible Neural Networks
by: Dreher, Kris K., et al.
Published: (2023)
by: Dreher, Kris K., et al.
Published: (2023)
Image2Points:A 3D Point-based Context Clusters GAN for High-Quality PET Image Reconstruction
by: Cui, Jiaqi, et al.
Published: (2024)
by: Cui, Jiaqi, et al.
Published: (2024)
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images
by: Jewsbury, Robert, et al.
Published: (2024)
by: Jewsbury, Robert, et al.
Published: (2024)
Advancing Medical Representation Learning Through High-Quality Data
by: Baghbanzadeh, Negin, et al.
Published: (2025)
by: Baghbanzadeh, Negin, et al.
Published: (2025)
Deep Learning for Breast MRI Style Transfer with Limited Training Data
by: Cao, Shixing, et al.
Published: (2023)
by: Cao, Shixing, et al.
Published: (2023)
DocIQ: A Benchmark Dataset and Feature Fusion Network for Document Image Quality Assessment
by: Ma, Zhichao, et al.
Published: (2025)
by: Ma, Zhichao, et al.
Published: (2025)
Deep Learning for Pancreas Segmentation: a Systematic Review
by: Moglia, Andrea, et al.
Published: (2024)
by: Moglia, Andrea, et al.
Published: (2024)
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers
by: Bastico, Matteo, et al.
Published: (2023)
by: Bastico, Matteo, et al.
Published: (2023)
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
by: Kulyabin, Mikhail, et al.
Published: (2023)
by: Kulyabin, Mikhail, et al.
Published: (2023)
Diffusion Model Based Visual Compensation Guidance and Visual Difference Analysis for No-Reference Image Quality Assessment
by: Wang, Zhaoyang, et al.
Published: (2024)
by: Wang, Zhaoyang, et al.
Published: (2024)
An Optimal Transport Perspective on Unpaired Image Super-Resolution
by: Gazdieva, Milena, et al.
Published: (2022)
by: Gazdieva, Milena, et al.
Published: (2022)
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images
by: Liu, Chen, et al.
Published: (2024)
by: Liu, Chen, et al.
Published: (2024)
Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images
by: Zhang, Yundi, et al.
Published: (2024)
by: Zhang, Yundi, et al.
Published: (2024)
Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State Matching
by: Wu, Nannan, et al.
Published: (2025)
by: Wu, Nannan, et al.
Published: (2025)
A Novel Breast Ultrasound Image Augmentation Method Using Advanced Neural Style Transfer: An Efficient and Explainable Approach
by: Panigrahi, Lipismita, et al.
Published: (2024)
by: Panigrahi, Lipismita, et al.
Published: (2024)
Shortcut Learning in Medical Image Segmentation
by: Lin, Manxi, et al.
Published: (2024)
by: Lin, Manxi, et al.
Published: (2024)
Learned Compression for Images and Point Clouds
by: Ulhaq, Mateen
Published: (2024)
by: Ulhaq, Mateen
Published: (2024)
Learning-Based Image Compression for Machines
by: Gupta, Kartik, et al.
Published: (2024)
by: Gupta, Kartik, et al.
Published: (2024)
Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing Techniques
by: Hossain, Mohammad Imran, et al.
Published: (2024)
by: Hossain, Mohammad Imran, et al.
Published: (2024)
Similar Items
-
Bayesian Uncertainty-Aware MRI Reconstruction
by: Eldaly, Ahmed Karam, et al.
Published: (2026) -
Towards Human-AI Collaboration System for the Detection of Invasive Ductal Carcinoma in Histopathology Images
by: Han, Shuo, et al.
Published: (2025) -
Rethinking Transfer Learning for Medical Image Classification
by: Peng, Le, et al.
Published: (2021) -
Efficient Breast and Ovarian Cancer Classification via ViT-Based Preprocessing and Transfer Learning
by: Rawat, Richa, et al.
Published: (2025) -
Breast Cancer Image Classification Method Based on Deep Transfer Learning
by: Wang, Weimin, et al.
Published: (2024)