Scholar
Jary Pomponi
Google Scholar ID: Zha7UeoAAAAJ
Sapienza, University of Rome
Citations & Impact
Citations
519
H-index
9
i10-index
7
Publications
20
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Centroids Matching: an efficient Continual Learning approach operating in the embedding space' in Transactions on Machine Learning Research (2022), proposing a novel method to mitigate catastrophic forgetting in embedding space.
- Published 'Pixle: a fast and effective black-box attack based on rearranging pixels' at IJCNN 2022.
- Paper accepted at ICML 2025 (announced May 2025).
- Paper on goal-oriented semantic communications using recursive early exit models accepted and presented at ASILOMAR 2025 (Dec 2024).
- Proposed a new approach to combat catastrophic forgetting in class-incremental learning scenarios (Feb 2024), featuring a novel head and regularization scheme.
- Used Neural Architecture Search to optimize Early Exit branch placement for efficient models (Jan 2024).
- Released a tutorial on Conditional Computation in Neural Networks (Mar 2024).
