Alessandro Achille
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications
Most-Cited Works
- → Information Dropout: Learning Optimal Representations Through Noisy Computation(2018)337 cited
- → Emergence of Invariance and Disentanglement in Deep Representations(2018)88 cited
- Critical Learning Periods in Deep Networks.(2018)
- → Critical Learning Periods in Deep Neural Networks(2017)66 cited
- → Task Adaptive Parameter Sharing for Multi-Task Learning(2022)61 cited
- Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies(2018)
- → Where is the Information in a Deep Neural Network?(2019)47 cited
- → E46K-like α-synuclein mutants increase lipid interactions and disrupt membrane selectivity(2019)42 cited
- On the Emergence of Invariance and Disentangling in Deep Representations.(2017)