Giulia Fracastoro - Publications, H-index & Citations

Giulia Fracastoro

Polytechnic University of Turin

13H指数

69论文数

604被引数

收录论文 17

发表时间

Default robustness and worst-case losses in financial networks 违约鲁棒性与金融网络中的最坏情况损失

APPLIED NETWORK SCIENCE

IF1.5

2025-09-30

OAAI

Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.

Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-03-01

PREAI

Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C.

Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, Enrico; Mirabile, Andrea

Clearing payments in dynamic financial networks

AUTOMATICA

IF5.9

2023-12-01

OAAI

Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.

RAN-GNNs: Breaking the Capacity Limits of Graph Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-08-01

OAAI

Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

Multiclass Sparse Centroids With Application to Fast Time Series Classification

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-08-01

PREAI

Bradde, Tommaso; Fracastoro, Giulia; Calafiore, Giuseppe C.

Sparse l1- and l2-Center Classifiers

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-03-01

PREAI

Calafiore, Giuseppe C.; Fracastoro, Giulia

Speckle2Void: Deep Self-Supervised SAR Despeckling With Blind-Spot Convolutional Neural Networks

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Molini, Andrea Bordone; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

Semi-Supervised Learning for Joint SAR and Multispectral Land Cover Classification SAR与多光谱土地覆盖联合分类的半监督学习

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

OAAI

Montanaro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2021-06-01

OAAI

Fracastoro, Giulia; Magli, Enrico; Poggi, Giovanni; Scarpa, Giuseppe; Valsesia, Diego; Verdoliva, Luisa

Learning Robust Graph-Convolutional Representations for Point Cloud Denoising

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2021-02-01

PREAI

Pistilli, Francesca; Fracastoro, Giulia; Valsesia, Diego; Magli, Enrico

Learning Localized Representations of Point Clouds With Graph-Convolutional Generative Adversarial Networks

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2021-01-01

PREAI

Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2020-05-01

OAAI

Molini, Andrea Bordone; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

Deep Graph-Convolutional Image Denoising 深度图-卷积图像去噪

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

112

OAAI

Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

Graph Transform Optimization With Application to Image Compression

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

OAAI

Fracastoro, Giulia; Thanou, Dorina; Frossard, Pascal

Sampling of Graph Signals via Randomized Local Aggregations

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2019-06-01

OAAI

Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico

Steerable Discrete Cosine Transform

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2017-01-01

OAAI

Fracastoro, Giulia; Fosson, Sophie M.; Magli, Enrico

研究方向