29 citations · 29 across the 1 of their papers we have counts for
3 papers
cs.LG2020★ 29 cited
Efficient Continual Learning with Modular Networks and Task-Driven Priors
Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato
Existing literature in Continual Learning (CL) has focused on overcoming catastrophic forgetting, the inability of the learner to recall how to perform tasks observed in the past.…
cs.LG2018
Stochastic Adaptive Neural Architecture Search for Keyword Spotting
Tom Véniat, Olivier Schwander, Ludovic Denoyer
The problem of keyword spotting i.e. identifying keywords in a real-time audio stream is mainly solved by applying a neural network over successive sliding windows. Due to the diff…
cs.LG2017
Learning Time/Memory-Efficient Deep Architectures with Budgeted Super Networks
Tom Veniat, Ludovic Denoyer
We propose to focus on the problem of discovering neural network architectures efficient in terms of both prediction quality and cost. For instance, our approach is able to solve t…