Fast Task-Aware Architecture Inference

Fast Task-Aware Architecture Inference

15 February 2019

Efi Kokiopoulou

Andrea Gesmundo

ArXiv (abs)PDF HTML

Papers citing "Fast Task-Aware Architecture Inference"

11 / 11 papers shown

Title
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems Andrea Gesmundo 209 2 0 29 Sep 2022
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Andrea Gesmundo 192 23 0 15 Sep 2022
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems Andrea Gesmundo J. Dean 426 29 0 25 May 2022
muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning Multitask Systems Andrea Gesmundo J. Dean 238 21 0 22 May 2022
Privileged Zero-Shot AutoML Nikhil Singh Brandon Kates Jeff Mentch Anant Kharkar Madeleine Udell Iddo Drori 126 4 0 25 Jun 2021
FNAS: Uncertainty-Aware Fast Neural Architecture Search Jihao Liu Ming Zhang Yangting Sun B. Liu Guanglu Song Yu Liu Jiaming Song 168 7 0 25 May 2021
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 295 117 0 04 Aug 2020
Neural Architecture Transfer Zhichao Lu Gautam Sreekumar E. Goodman W. Banzhaf Kalyanmoy Deb Vishnu Boddeti AAML 202 151 0 12 May 2020
Ranking architectures using meta-learning Alina Dubatovka Efi Kokiopoulou L. Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent 56 1 0 26 Nov 2019
AutoML using Metadata Language Embeddings Iddo Drori Lu Liu Yi Nian Sharath C. Koorathota Jie S. Li A. Moretti J. Freire Madeleine Udell 171 28 0 08 Oct 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 207 276 0 04 May 2019