Jary Pomponi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Conditional computation in neural networks: Principles and research trends	INTELLIGENZA ARTIFICIALE	2024
Rearranging Pixels is a Powerful Black-Box Attack for RGB and Infrared Deep Learning Models	IEEE ACCESS	2023
Continual learning with invertible generative models	NEURAL NETWORKS	2023
A probabilistic re-intepretation of confidence scores in multi-exit models	ENTROPY	2022
Pixle: a fast and effective black-box attack based on rearranging pixels	2022 International Joint Conference on Neural Networks (IJCNN)	2022
Bayesian Neural Networks with Maximum Mean Discrepancy regularization	NEUROCOMPUTING	2021
Structured ensembles. An approach to reduce the memory footprint of ensemble methods	NEURAL NETWORKS	2021
Avalanche. An end-to-end library for continual learning	IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops	2021
Efficient continual learning in neural networks with embedding regularization	NEUROCOMPUTING	2020
DeepRICH: learning deeply Cherenkov detectors	MACHINE LEARNING	2020