Alessandro Achille

Information Dropout: Learning Optimal Representations Through Noisy Computation

Alessandro Achille, Stefano Soatto · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 335 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Emergence of Invariance and Disentanglement in Deep Representations

Alessandro Achille, Stefano Soatto · 2018 · 88 citations · Full text

Critical Learning Periods in Deep Networks.

Alessandro Achille, Matteo Rovere, Stefano Soatto · 2018 · 67 citations

Engineering, Machine Learning, Computer Science +3

Critical Learning Periods in Deep Neural Networks

Alessandro Achille, Matteo Rovere, Stefano Soatto · arXiv (Cornell University) · 2017 · 66 citations · Full text

Engineering, Machine Learning, Neural Network +20

Task Adaptive Parameter Sharing for Multi-Task Learning

Matthew Wallingford, Hao Li, Alessandro Achille et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 60 citations

Artificial Intelligence, Llm Fine-tuning, Engineering +18