TAPAS: Train-less Accuracy Predictor for Architecture Search

TAPAS: Train-less Accuracy Predictor for Architecture Search

1 June 2018

Dimitrios S. Nikolopoulos

Papers citing "TAPAS: Train-less Accuracy Predictor for Architecture Search"

12 / 12 papers shown

Title
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 25 48 0 18 Jun 2020
Predicting Neural Network Accuracy from Weights Thomas Unterthiner Daniel Keysers Sylvain Gelly Olivier Bousquet Ilya O. Tolstikhin 22 101 0 26 Feb 2020
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search Colin White W. Neiswanger Yash Savani BDL 28 313 0 25 Oct 2019
ReNAS:Relativistic Evaluation of Neural Architecture Search Yixing Xu Yunhe Wang Avishkar Bhoopchand Christopher Mattern A. Grabska-Barwinska Chunjing Xu Chang Xu 20 81 0 30 Sep 2019
A Constructive Prediction of the Generalization Error Across Scales Jonathan S. Rosenfeld Amir Rosenfeld Yonatan Belinkov Nir Shavit 13 205 0 27 Sep 2019
Constrained deep neural network architecture search for IoT devices accounting hardware calibration F. Scheidegger Luca Benini C. Bekas A. Malossi 3DV 18 15 0 24 Sep 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao X. Chu 17 1,418 0 02 Aug 2019
XferNAS: Transfer Neural Architecture Search Martin Wistuba 23 12 0 18 Jul 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 35 7 0 17 Jan 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 32 17 0 05 Jun 2018
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy F. Scheidegger R. Istrate G. Mariani Luca Benini C. Bekas C. Malossi VLM 24 44 0 26 Mar 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016