output
20132025
most citedZoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

167 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022Show all

4 papers · 1 filter

cs.LG2022★ 7 cited

Knowledge Distillation for Federated Learning: a Practical Guide

Alessio Mora, Irene Tenison, Paolo Bellavista +1

Federated Learning (FL) enables the training of Deep Learning models without centrally collecting possibly sensitive raw data. The most used algorithms for FL are parameter-averagi…

math.OC2022

DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization

Adel Nabli, Edouard Oyallon

This work introduces DADAO: the first decentralized, accelerated, asynchronous, primal, first-order algorithm to minimize a sum of -smooth and -strongly convex functions dist…

cs.LG2022★ 39 cited

A Highly Adaptive Acoustic Model for Accurate Multi-Dialect Speech Recognition

Sanghyun Yoo, Inchul Song, Yoshua Bengio

Despite the success of deep learning in speech recognition, multi-dialect speech recognition remains a difficult problem. Although dialect-specific acoustic models are known to per…

cs.CV2022★ 20 cited

Image Retrieval from Contextual Descriptions

Benno Krojer, Vaibhav Adlakha, Vibhav Vineet +3

The ability to integrate context, including perceptual and temporal cues, plays a pivotal role in grounding the meaning of a linguistic utterance. In order to measure to what exten…