Image de couverture de livre

Regularização, aprendizagem profunda e interdisciplinaridade em problemas inversos mal-postos

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Beraldo, Roberto Gutierrez, Suyama, Ricardo
Format:	Preprint
Publié:	2025
Sujets:	Image and Video Processing Machine Learning 47A52
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Solving Imaging Inverse Problems Using Plug-and-Play Denoisers: Regularization and Optimization Perspectives
par: Tan, Hong Ye, et autres
Publié: (2025)

TKwinFormer: Top k Window Attention in Vision Transformers for Feature Matching
par: Liao, Yun, et autres
Publié: (2023)

Accurate Thyroid Cancer Classification using a Novel Binary Pattern Driven Local Discrete Cosine Transform Descriptor
par: Saini, Saurabh, et autres
Publié: (2025)

Block-Fused Attention-Driven Adaptively-Pooled ResNet Model for Improved Cervical Cancer Classification
par: Saini, Saurabh, et autres
Publié: (2024)

Maximum Discrepancy Generative Regularization and Non-Negative Matrix Factorization for Single Channel Source Separation
par: Ludvigsen, Martin, et autres
Publié: (2024)

Ant Nest Detection Using Underground P-Band TomoSAR
par: Oré, Gian, et autres
Publié: (2024)

Potential and challenges of generative adversarial networks for super-resolution in 4D Flow MRI
par: Odeback, Oliver Welin, et autres
Publié: (2025)

A Data-Adaptive Prior for Bayesian Learning of Kernels in Operators
par: Chada, Neil K., et autres
Publié: (2022)

Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving
par: Gutiérrez-Zaballa, Jon, et autres
Publié: (2025)

ILACS-LGOT: A Multi-Layer Contrast Enhancement Approach for Palm-Vein Images
par: Perera, Kaveen, et autres
Publié: (2025)

Hybrid Context-Fusion Attention (CFA) U-Net and Clustering for Robust Seismic Horizon Interpretation
par: Silva, Jose Luis Lima de Jesus, et autres
Publié: (2025)

Benchmarking Self-Supervised Learning Methods for Accelerated MRI Reconstruction
par: Wang, Andrew, et autres
Publié: (2025)

Trustworthy Image Super-Resolution via Generative Pseudoinverse
par: Floros, Andreas, et autres
Publié: (2025)

Radiogenomic Bipartite Graph Representation Learning for Alzheimer's Disease Detection
par: Raj, Aditya, et autres
Publié: (2025)

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission
par: Guo, Fupei, et autres
Publié: (2025)

Score-based Generative Diffusion Models to Synthesize Full-dose FDG Brain PET from MRI in Epilepsy Patients
par: Wu, Jiaqi, et autres
Publié: (2025)

A Novel Vascular Risk Scoring Framework for Quantifying Sex-Specific Cerebral Perfusion from 3D pCASL MRI
par: Noble, Sneha, et autres
Publié: (2025)

ModAn-MulSupCon: Modality-and Anatomy-Aware Multi-Label Supervised Contrastive Pretraining for Medical Imaging
par: Takaya, Eichi, et autres
Publié: (2025)

A Multimodal Deep Learning Framework for Early Diagnosis of Liver Cancer via Optimized BiLSTM-AM-VMD Architecture
par: Cheng, Cheng, et autres
Publié: (2025)

Undersampled Phase Retrieval with Image Priors
par: Ducotterd, Stanislas, et autres
Publié: (2025)

PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer Learning
par: Kirscher, Tristan, et autres
Publié: (2025)

PUUMA (Placental patch and whole-Uterus dual-branch U-Mamba-based Architecture): Functional MRI Prediction of Gestational Age at Birth and Preterm Risk
par: Fajardo-Rojas, Diego, et autres
Publié: (2025)

Matching the Optimal Denoiser in Point Cloud Diffusion with (Improved) Rotational Alignment
par: Daigavane, Ameya, et autres
Publié: (2025)

A unified framework for geometry-independent operator learning in cardiac electrophysiology simulations
par: Zhou, Bei, et autres
Publié: (2025)

Quaternion-Hadamard Network: A Novel Defense Against Adversarial Attacks with a New Dataset
par: Frants, Vladimir, et autres
Publié: (2025)

Resource-efficient medical image classification for edge devices
par: Lavaei, Mahsa, et autres
Publié: (2025)

TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments
par: Yun, Sheng, et autres
Publié: (2025)

Physics-Guided Diffusion Priors for Multi-Slice Reconstruction in Scientific Imaging
par: Valdy, Laurentius, et autres
Publié: (2025)

DiffNMR: Advancing Inpainting of Randomly Sampled Nuclear Magnetic Resonance Signals
par: Yan, Sen, et autres
Publié: (2025)

Evaluating the Impact of Radiographic Noise on Chest X-ray Semantic Segmentation and Disease Classification Using a Scalable Noise Injection Framework
par: Jiu, Derek, et autres
Publié: (2025)

A Fourier-Based Global Denoising Model for Smart Artifacts Removing of Microscopy Images
par: Zhao, Huanhuan, et autres
Publié: (2025)

Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning
par: Yan, Xingrun, et autres
Publié: (2025)

Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model
par: Shi, Huiying, et autres
Publié: (2025)

CUTE-MRI: Conformalized Uncertainty-based framework for Time-adaptivE MRI
par: Fischer, Paul, et autres
Publié: (2025)

Measurement Score-Based Diffusion Model
par: Park, Chicago Y., et autres
Publié: (2025)

Mind Your Vision: Multimodal Estimation of Refractive Disorders Using Electrooculography and Eye Tracking
par: Wei, Xin, et autres
Publié: (2025)

Enhancing Fourier Neural Operators with Local Spatial Features
par: Liu, Chaoyu, et autres
Publié: (2025)

Field-scale soil moisture estimated from Sentinel-1 SAR data using a knowledge-guided deep learning approach
par: Yu, Yi, et autres
Publié: (2025)

Lane-Wise Highway Anomaly Detection
par: Qiu, Mei, et autres
Publié: (2025)

Anatomy-Aware Lymphoma Lesion Detection in Whole-Body PET/CT
par: Bendazzoli, Simone, et autres
Publié: (2025)