Pietro Michiardi
Eurecom
H-index: 37
Europe-France
Top articles of Pietro Michiardi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models | Advances in Neural Information Processing Systems 37 | Ba-Hien Tran Giulio Franzese Pietro Michiardi Maurizio Filippone | 2023/5/30 |
Continuous-time functional diffusion processes | arXiv preprint arXiv:2303.00800 | Giulio Franzese Simone Rossi Dario Rossi Markus Heinonen Maurizio Filippone | 2023/3/1 |
SI: Score-based O-INFORMATION Estimation | arXiv preprint arXiv:2402.05667 | Mustapha Bounoua Giulio Franzese Pietro Michiardi | 2024/2/8 |
Multi-modal latent diffusion | Entropy | Mustapha Bounoua Giulio Franzese Pietro Michiardi | 2024/4/5 |
Data Augmentation for Traffic Classification | Chao Wang Alessandro Finamore Pietro Michiardi Massimo Gallo Dario Rossi | 2024/3/11 | |
MINDE: Mutual Information Neural Diffusion Estimation | arXiv preprint arXiv:2310.09031 | Giulio Franzese Mustapha Bounoua Pietro Michiardi | 2023/10/13 |
Device and method for decision support of an artificial cognitive system | 2023/9/28 | ||
Improving Training of Likelihood-based Generative Models with Gaussian Homotopy | Ba-Hien Tran Giulio Franzese Pietro Michiardi Maurizio Filippone | 2023/7/23 | |
How much is enough? a study on diffusion times in score-based generative models | Entropy | Giulio Franzese Simone Rossi Lixuan Yang Alessandro Finamore Dario Rossi | 2023/4/7 |
Multi-View Latent Diffusion | Giuseppe Di Giacomo Giulio Franzese Tania Cerquitelli Carla Fabiana Chiasserini Pietro Michiardi | 2023/12/15 | |
" It's a Match!"--A Benchmark of Task Affinity Scores for Joint Learning | arXiv preprint arXiv:2301.02873 | Raphaël Azorin Massimo Gallo Alessandro Finamore Dario Rossi Pietro Michiardi | 2023/1/7 |
Toward Generative Data Augmentation for Traffic Classification | Chao Wang Alessandro Finamore Pietro Michiardi Massimo Gallo Dario Rossi | 2023/12/8 | |
Do deep neural networks contribute to multivariate time series anomaly detection? | Pattern Recognition | Julien Audibert Pietro Michiardi Frédéric Guyard Sébastien Marti Maria A Zuluaga | 2022/12 |
A New Look on Diffusion Times for Score-based Generative Models | Giulio Franzese Simone Rossi Lixuan Yang Alessandro Finamore Dario Rossi | 2022/7/23 | |
Revisiting the effects of stochasticity for Hamiltonian samplers | Giulio Franzese Dimitrios Milios Maurizio Filippone Pietro Michiardi | 2022/6/28 | |
Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning | arXiv preprint arXiv:2204.06509 | Ugo Lecerf Christelle Yemdji-Tchassi Pietro Michiardi | 2022/4/13 |
Automatically learning fallback strategies with model-free reinforcement learning in safety-critical driving scenarios | Ugo Lecerf Christelle Yemdji-Tchassi Sébastien Aubert Pietro Michiardi | 2022/3/11 | |
An identifiable double vae for disentangled representations | Graziano Mita Maurizio Filippone Pietro Michiardi | 2021/7/1 | |
Towards a generic deep learning pipeline for traffic measurements | Raphaël Azorin Massimo Gallo Alessandro Finamore Maurizio Filippone Pietro Michiardi | 2021/12/7 | |
Sparse within sparse gaussian processes using neighbor information | Gia-Lac Tran Dimitrios Milios Pietro Michiardi Maurizio Filippone | 2021/7/1 |
Co-Authors
