Regularização, aprendizagem profunda e interdisciplinaridade em problemas inversos mal-postos
Fuente:
arXiv
Guardado en:
| Autores principales: | Beraldo, Roberto Gutierrez, Suyama, Ricardo |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Solving Imaging Inverse Problems Using Plug-and-Play Denoisers: Regularization and Optimization Perspectives
por: Tan, Hong Ye, et al.
Publicado: (2025)
por: Tan, Hong Ye, et al.
Publicado: (2025)
TKwinFormer: Top k Window Attention in Vision Transformers for Feature Matching
por: Liao, Yun, et al.
Publicado: (2023)
por: Liao, Yun, et al.
Publicado: (2023)
Accurate Thyroid Cancer Classification using a Novel Binary Pattern Driven Local Discrete Cosine Transform Descriptor
por: Saini, Saurabh, et al.
Publicado: (2025)
por: Saini, Saurabh, et al.
Publicado: (2025)
Block-Fused Attention-Driven Adaptively-Pooled ResNet Model for Improved Cervical Cancer Classification
por: Saini, Saurabh, et al.
Publicado: (2024)
por: Saini, Saurabh, et al.
Publicado: (2024)
Maximum Discrepancy Generative Regularization and Non-Negative Matrix Factorization for Single Channel Source Separation
por: Ludvigsen, Martin, et al.
Publicado: (2024)
por: Ludvigsen, Martin, et al.
Publicado: (2024)
Ant Nest Detection Using Underground P-Band TomoSAR
por: Oré, Gian, et al.
Publicado: (2024)
por: Oré, Gian, et al.
Publicado: (2024)
Potential and challenges of generative adversarial networks for super-resolution in 4D Flow MRI
por: Odeback, Oliver Welin, et al.
Publicado: (2025)
por: Odeback, Oliver Welin, et al.
Publicado: (2025)
A Data-Adaptive Prior for Bayesian Learning of Kernels in Operators
por: Chada, Neil K., et al.
Publicado: (2022)
por: Chada, Neil K., et al.
Publicado: (2022)
Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving
por: Gutiérrez-Zaballa, Jon, et al.
Publicado: (2025)
por: Gutiérrez-Zaballa, Jon, et al.
Publicado: (2025)
ILACS-LGOT: A Multi-Layer Contrast Enhancement Approach for Palm-Vein Images
por: Perera, Kaveen, et al.
Publicado: (2025)
por: Perera, Kaveen, et al.
Publicado: (2025)
Hybrid Context-Fusion Attention (CFA) U-Net and Clustering for Robust Seismic Horizon Interpretation
por: Silva, Jose Luis Lima de Jesus, et al.
Publicado: (2025)
por: Silva, Jose Luis Lima de Jesus, et al.
Publicado: (2025)
Benchmarking Self-Supervised Learning Methods for Accelerated MRI Reconstruction
por: Wang, Andrew, et al.
Publicado: (2025)
por: Wang, Andrew, et al.
Publicado: (2025)
Trustworthy Image Super-Resolution via Generative Pseudoinverse
por: Floros, Andreas, et al.
Publicado: (2025)
por: Floros, Andreas, et al.
Publicado: (2025)
Radiogenomic Bipartite Graph Representation Learning for Alzheimer's Disease Detection
por: Raj, Aditya, et al.
Publicado: (2025)
por: Raj, Aditya, et al.
Publicado: (2025)
DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission
por: Guo, Fupei, et al.
Publicado: (2025)
por: Guo, Fupei, et al.
Publicado: (2025)
Score-based Generative Diffusion Models to Synthesize Full-dose FDG Brain PET from MRI in Epilepsy Patients
por: Wu, Jiaqi, et al.
Publicado: (2025)
por: Wu, Jiaqi, et al.
Publicado: (2025)
A Novel Vascular Risk Scoring Framework for Quantifying Sex-Specific Cerebral Perfusion from 3D pCASL MRI
por: Noble, Sneha, et al.
Publicado: (2025)
por: Noble, Sneha, et al.
Publicado: (2025)
ModAn-MulSupCon: Modality-and Anatomy-Aware Multi-Label Supervised Contrastive Pretraining for Medical Imaging
por: Takaya, Eichi, et al.
Publicado: (2025)
por: Takaya, Eichi, et al.
Publicado: (2025)
A Multimodal Deep Learning Framework for Early Diagnosis of Liver Cancer via Optimized BiLSTM-AM-VMD Architecture
por: Cheng, Cheng, et al.
Publicado: (2025)
por: Cheng, Cheng, et al.
Publicado: (2025)
Undersampled Phase Retrieval with Image Priors
por: Ducotterd, Stanislas, et al.
Publicado: (2025)
por: Ducotterd, Stanislas, et al.
Publicado: (2025)
PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer Learning
por: Kirscher, Tristan, et al.
Publicado: (2025)
por: Kirscher, Tristan, et al.
Publicado: (2025)
PUUMA (Placental patch and whole-Uterus dual-branch U-Mamba-based Architecture): Functional MRI Prediction of Gestational Age at Birth and Preterm Risk
por: Fajardo-Rojas, Diego, et al.
Publicado: (2025)
por: Fajardo-Rojas, Diego, et al.
Publicado: (2025)
Matching the Optimal Denoiser in Point Cloud Diffusion with (Improved) Rotational Alignment
por: Daigavane, Ameya, et al.
Publicado: (2025)
por: Daigavane, Ameya, et al.
Publicado: (2025)
A unified framework for geometry-independent operator learning in cardiac electrophysiology simulations
por: Zhou, Bei, et al.
Publicado: (2025)
por: Zhou, Bei, et al.
Publicado: (2025)
Quaternion-Hadamard Network: A Novel Defense Against Adversarial Attacks with a New Dataset
por: Frants, Vladimir, et al.
Publicado: (2025)
por: Frants, Vladimir, et al.
Publicado: (2025)
Resource-efficient medical image classification for edge devices
por: Lavaei, Mahsa, et al.
Publicado: (2025)
por: Lavaei, Mahsa, et al.
Publicado: (2025)
TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments
por: Yun, Sheng, et al.
Publicado: (2025)
por: Yun, Sheng, et al.
Publicado: (2025)
Physics-Guided Diffusion Priors for Multi-Slice Reconstruction in Scientific Imaging
por: Valdy, Laurentius, et al.
Publicado: (2025)
por: Valdy, Laurentius, et al.
Publicado: (2025)
DiffNMR: Advancing Inpainting of Randomly Sampled Nuclear Magnetic Resonance Signals
por: Yan, Sen, et al.
Publicado: (2025)
por: Yan, Sen, et al.
Publicado: (2025)
Evaluating the Impact of Radiographic Noise on Chest X-ray Semantic Segmentation and Disease Classification Using a Scalable Noise Injection Framework
por: Jiu, Derek, et al.
Publicado: (2025)
por: Jiu, Derek, et al.
Publicado: (2025)
A Fourier-Based Global Denoising Model for Smart Artifacts Removing of Microscopy Images
por: Zhao, Huanhuan, et al.
Publicado: (2025)
por: Zhao, Huanhuan, et al.
Publicado: (2025)
Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning
por: Yan, Xingrun, et al.
Publicado: (2025)
por: Yan, Xingrun, et al.
Publicado: (2025)
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model
por: Shi, Huiying, et al.
Publicado: (2025)
por: Shi, Huiying, et al.
Publicado: (2025)
CUTE-MRI: Conformalized Uncertainty-based framework for Time-adaptivE MRI
por: Fischer, Paul, et al.
Publicado: (2025)
por: Fischer, Paul, et al.
Publicado: (2025)
Measurement Score-Based Diffusion Model
por: Park, Chicago Y., et al.
Publicado: (2025)
por: Park, Chicago Y., et al.
Publicado: (2025)
Mind Your Vision: Multimodal Estimation of Refractive Disorders Using Electrooculography and Eye Tracking
por: Wei, Xin, et al.
Publicado: (2025)
por: Wei, Xin, et al.
Publicado: (2025)
Enhancing Fourier Neural Operators with Local Spatial Features
por: Liu, Chaoyu, et al.
Publicado: (2025)
por: Liu, Chaoyu, et al.
Publicado: (2025)
Field-scale soil moisture estimated from Sentinel-1 SAR data using a knowledge-guided deep learning approach
por: Yu, Yi, et al.
Publicado: (2025)
por: Yu, Yi, et al.
Publicado: (2025)
Lane-Wise Highway Anomaly Detection
por: Qiu, Mei, et al.
Publicado: (2025)
por: Qiu, Mei, et al.
Publicado: (2025)
Anatomy-Aware Lymphoma Lesion Detection in Whole-Body PET/CT
por: Bendazzoli, Simone, et al.
Publicado: (2025)
por: Bendazzoli, Simone, et al.
Publicado: (2025)
Ejemplares similares
-
Solving Imaging Inverse Problems Using Plug-and-Play Denoisers: Regularization and Optimization Perspectives
por: Tan, Hong Ye, et al.
Publicado: (2025) -
TKwinFormer: Top k Window Attention in Vision Transformers for Feature Matching
por: Liao, Yun, et al.
Publicado: (2023) -
Accurate Thyroid Cancer Classification using a Novel Binary Pattern Driven Local Discrete Cosine Transform Descriptor
por: Saini, Saurabh, et al.
Publicado: (2025) -
Block-Fused Attention-Driven Adaptively-Pooled ResNet Model for Improved Cervical Cancer Classification
por: Saini, Saurabh, et al.
Publicado: (2024) -
Maximum Discrepancy Generative Regularization and Non-Negative Matrix Factorization for Single Channel Source Separation
por: Ludvigsen, Martin, et al.
Publicado: (2024)