3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 3 cited
RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning
Stefano Alletto, Shenyang Huang, Vincent Francois-Lavet +2
Almost all neural architecture search methods are evaluated in terms of performance (i.e. test accuracy) of the model structures that it finds. Should it be the only metric for a g…
cs.LG2019
Neural Architecture Search for Class-incremental Learning
Shenyang Huang, Vincent François-Lavet, Guillaume Rabusseau
In class-incremental learning, a model learns continuously from a sequential data stream in which new classes occur. Existing methods often rely on static architectures that are ma…