Tiago Ramalho
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Gene Regulatory Network Analysis, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification
Most-Cited Works
- → Overcoming catastrophic forgetting in neural networks(2017)6,816 cited
- → Hybrid computing using a neural network with dynamic external memory(2016)1,408 cited
- → The Phosphorylation Flow of the Vibrio harveyi Quorum-Sensing Cascade Determines Levels of Phenotypic Heterogeneity in the Population(2015)60 cited
- → Conditional Neural Processes(2018)59 cited
- → Adaptive Posterior Learning: few-shot learning with a surprise-based\n memory module(2019)42 cited
- → Single Cell Analysis of a Bacterial Sender-Receiver System(2016)24 cited
- → Trajectory and guidance mode for autonomously landing an UAV on a naval platform using a vision approach(2015)15 cited
- → Simulation of stochastic network dynamics via entropic matching(2013)13 cited