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NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis

28 September 2020

Papers citing "NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis"

30 / 30 papers shown

Title
Visualization and Optimization Techniques for High Dimensional Parameter Spaces Anjul Tyagi 39 3 0 28 Apr 2022
Infographics Wizard: Flexible Infographics Authoring and Design Exploration Anjul Tyagi J. Zhao Pushkar Patel Swasti Khurana Klaus Mueller DiffM 57 15 0 21 Apr 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch Jiahui Gao Hang Xu Han Shi Xiaozhe Ren Philip L. H. Yu Xiaodan Liang Xin Jiang Zhenguo Li 85 37 0 15 Jul 2021
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search Xuanyi Dong Yi Yang 141 714 0 02 Jan 2020
NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining Xu Qin Zhiling Wang 119 36 0 06 Dec 2019
One-Shot Neural Architecture Search via Self-Evaluated Template Network Xuanyi Dong Yezhou Yang ViT 48 185 0 13 Oct 2019
Searching for A Robust Neural Architecture in Four GPU Hours Xuanyi Dong Yezhou Yang 126 654 0 10 Oct 2019
ReNAS:Relativistic Evaluation of Neural Architecture Search Yixing Xu Yunhe Wang Avishkar Bhoopchand Christopher Mattern A. Grabska-Barwinska Chunjing Xu Chang Xu 104 86 0 30 Sep 2019
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures Dylan Cashman Adam Perer Remco Chang Hendrik Strobelt KELM 46 29 0 30 Jul 2019
Task Classification Model for Visual Fixation, Exploration, and Search Ayush Kumar Anjul Tyagi Michael Burch Daniel Weiskopf Klaus Mueller 23 17 0 29 Jul 2019
ICE: An Interactive Configuration Explorer for High Dimensional Categorical Parameter Spaces Anjul Tyagi Zhen Cao Tyler Estro E. Zadok Klaus Mueller 35 5 0 29 Jul 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying Aaron Klein Esteban Real Eric Christiansen Kevin Patrick Murphy Frank Hutter 83 684 0 25 Feb 2019
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 85 938 0 24 Dec 2018
Graph HyperNetworks for Neural Architecture Search Chris Zhang Mengye Ren R. Urtasun GNN 68 280 0 12 Oct 2018
A User-based Visual Analytics Workflow for Exploratory Model Analysis Dylan Cashman S. Humayoun Florian Heimerl Kendall Park Subhajit Das ... Abigail Mosca J. Stasko Alex Endert Michael Gleicher Remco Chang 50 41 0 27 Sep 2018
Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models Jiawei Zhang Yang Wang Piero Molino Lezhi Li D. Ebert FAtt 50 204 0 01 Aug 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 204 4,366 0 24 Jun 2018
Clustrophile 2: Guided Visual Clustering Analysis M. Cavallo Çağatay Demiralp 51 88 0 09 Apr 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 115 2,766 0 09 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 175 3,035 0 05 Feb 2018
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 114 1,994 0 02 Dec 2017
MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks A. Gordon Elad Eban Ofir Nachum Bo Chen Hao Wu Tien-Ju Yang Edward Choi 74 339 0 18 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 98 928 0 01 Nov 2017
SMASH: One-Shot Model Architecture Search through HyperNetworks Andrew Brock Theodore Lim J. Ritchie Nick Weston 158 764 0 17 Aug 2017
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 186 5,607 0 21 Jul 2017
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures Masanori Suganuma Shinichi Shirakawa T. Nagao 106 592 0 03 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 475 5,378 0 05 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,316 0 20 Dec 2013