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Efficient Neural Architecture Search via Parameter Sharing

9 February 2018

Papers citing "Efficient Neural Architecture Search via Parameter Sharing"

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Title
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search Arber Zela Julien N. Siems Frank Hutter 143 149 0 28 Jan 2020
Multi-objective Neural Architecture Search via Non-stationary Policy Gradient Zewei Chen Fengwei Zhou George Trimponias Zhenguo Li 68 9 0 23 Jan 2020
Towards More Efficient and Effective Inference: The Joint Decision of Multi-Participants Hui Zhu Zhulin An Kaiqiang Xu Xiaolong Hu Yongjun Xu 18 0 0 19 Jan 2020
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao Zhiquan Sun C. L. Philip Chen 28 0 0 18 Jan 2020
Building high accuracy emulators for scientific simulations with deep neural architecture search M. F. Kasim D. Watson‐Parris L. Deaconu Sophy Oliver P. Hatfield ... S. Khatiwala J. Korenaga J. Topp-Mugglestone E. Viezzer S. Vinko AI4CE 54 95 0 17 Jan 2020
Latency-Aware Differentiable Neural Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Bowen Shi Qi Tian H. Xiong OOD 70 33 0 17 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search Xiangxiang Chu Shun Lu Xudong Li Bo Zhang 106 22 0 16 Jan 2020
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search Daoyuan Chen Yaliang Li Minghui Qiu Zhen Wang Bofang Li Bolin Ding Hongbo Deng Jun Huang Wei Lin Jingren Zhou MQ 97 104 0 13 Jan 2020
Co-evolution of language and agents in referential games Gautier Dagan Dieuwke Hupkes Elia Bruni 92 35 0 10 Jan 2020
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Kangjian Peng Qian Zhang Yuan Li Wenyu Liu Xinggang Wang SSeg 55 34 0 08 Jan 2020
Deeper Insights into Weight Sharing in Neural Architecture Search Yuge Zhang Zejun Lin Junyan Jiang Quanlu Zhang Yujing Wang Hui Xue Chen Zhang Yaming Yang 88 50 0 06 Jan 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search Dongzhan Zhou Xinchi Zhou Wenwei Zhang Chen Change Loy Shuai Yi Xuesen Zhang Wanli Ouyang 87 112 0 05 Jan 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search Xuanyi Dong Yi Yang 152 718 0 02 Jan 2020
Scalable NAS with Factorizable Architectural Parameters Lanfei Wang Lingxi Xie Tianyi Zhang Jun Guo Qi Tian 85 3 0 31 Dec 2019
Searching for Stage-wise Neural Graphs In the Limit Xiaoxia Zhou Dejing Dou Boyang Albert Li GNN 48 2 0 30 Dec 2019
RC-DARTS: Resource Constrained Differentiable Architecture Search Xiaojie Jin Jiang Wang Joshua Slocum Ming-Hsuan Yang Shengyang Dai Shuicheng Yan Jiashi Feng 60 31 0 30 Dec 2019
NAS evaluation is frustratingly hard Antoine Yang P. Esperança Fabio Maria Carlucci 86 168 0 28 Dec 2019
A Genetic Algorithm based Kernel-size Selection Approach for a Multi-column Convolutional Neural Network Animesh Singh Sandip Saha Ritesh Sarkhel M. Kundu M. Nasipuri N. Das 47 3 0 28 Dec 2019
Computation Reallocation for Object Detection Feng Liang Chen Lin Ronghao Guo Ming Sun Wei Wu Junjie Yan Wanli Ouyang ObjD 97 35 0 24 Dec 2019
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search Muyuan Fang Qiang-qiang Wang Zhaobai Zhong OOD 86 9 0 24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 137 96 0 23 Dec 2019
FasterSeg: Searching for Faster Real-time Semantic Segmentation Wuyang Chen Xinyu Gong Xianming Liu Qian Zhang Yuan Li Zhangyang Wang SSeg OOD 101 190 0 23 Dec 2019
TextNAS: A Neural Architecture Search Space tailored for Text Representation Yujing Wang Yaming Yang Yiren Chen Jing Bai Ce Zhang Guinan Su Xiaoyu Kou Yunhai Tong Mao Yang Lidong Zhou 87 57 0 23 Dec 2019
AdaBits: Neural Network Quantization with Adaptive Bit-Widths Qing Jin Linjie Yang Zhenyu A. Liao MQ 93 124 0 20 Dec 2019
AtomNAS: Fine-Grained End-to-End Neural Architecture Search Jieru Mei Yingwei Li Xiaochen Lian Xiaojie Jin Linjie Yang Alan Yuille Jianchao Yang 60 107 0 20 Dec 2019
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 112 109 0 20 Dec 2019
ResNetX: a more disordered and deeper network architecture Wenfeng Feng Xin Zhang Guangpeng Zhao 49 3 0 18 Dec 2019
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data F. Such Aditya Rawal Joel Lehman Kenneth O. Stanley Jeff Clune DD 72 159 0 17 Dec 2019
UNAS: Differentiable Architecture Search Meets Reinforcement Learning Arash Vahdat Arun Mallya Ming-Yuan Liu Jan Kautz 85 34 0 16 Dec 2019
Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS Petro B. Liashchynskyi Pavlo Liashchynskyi 91 547 0 12 Dec 2019
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods Shayan Hassantabar Xiaoliang Dai N. Jha 3DV 65 17 0 12 Dec 2019
A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction David Friede Jovita Lukasik Heiner Stuckenschmidt Margret Keuper GNN BDL DRL 29 8 0 11 Dec 2019
Leveraging End-to-End Speech Recognition with Neural Architecture Search Ahmed Baruwa Mojeed Abisiga Ibrahim Gbadegesin A. Fakunle 54 14 0 11 Dec 2019
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 304 6,354 0 10 Dec 2019
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Zhichao Lu Ian Whalen Yashesh D. Dhebar Kalyanmoy Deb E. Goodman W. Banzhaf Vishnu Boddeti 79 11 0 03 Dec 2019
EDAS: Efficient and Differentiable Architecture Search H. Hong Pyunghwan Ahn Junmo Kim MQ 35 2 0 03 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices Bo Chen Golnaz Ghiasi Hanxiao Liu Nayeon Lee Dmitry Kalenichenko Hartwig Adam Quoc V. Le ObjD 63 53 0 02 Dec 2019
Neural Predictor for Neural Architecture Search W. Wen Hanxiao Liu H. Li Yiran Chen Gabriel Bender Pieter-Jan Kindermans 101 200 0 02 Dec 2019
DEGAS: Differentiable Efficient Generator Search Sivan Doveh Raja Giryes 58 18 0 02 Dec 2019
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification Sivan Doveh Eli Schwartz Chao Xue Rogerio Feris A. Bronstein Raja Giryes Leonid Karlinsky 124 17 0 01 Dec 2019
SGAS: Sequential Greedy Architecture Search Ge Li Guocheng Qian Itzel C. Delgadillo Matthias Muller Ali K. Thabet Guohao Li 3DPC 86 188 0 30 Nov 2019
Towards Oracle Knowledge Distillation with Neural Architecture Search Minsoo Kang Jonghwan Mun Bohyung Han FedML 114 44 0 29 Nov 2019
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search Xiangxiang Chu Tianbao Zhou Bo Zhang Jixiang Li 88 312 0 27 Nov 2019
Ranking architectures using meta-learning Alina Dubatovka Efi Kokiopoulou L. Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent 32 1 0 26 Nov 2019
"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets Ameya Prabhu Riddhiman Dasgupta A. Sankaran Srikanth G. Tamilselvam Senthil Mani 45 0 0 26 Nov 2019
Binarized Neural Architecture Search Hanlin Chen Lian Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu David Doermann Rongrong Ji MQ 78 25 0 25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 76 36 0 24 Nov 2019
Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure Zhijie Deng Yucen Luo Jun Zhu Bo Zhang UQCV BDL 47 2 0 22 Nov 2019
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS Han Shi Renjie Pi Hang Xu Zhenguo Li James T. Kwok Tong Zhang 86 32 0 21 Nov 2019
AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture Tunhou Zhang Hsin-Pai Cheng Zhenwen Li Feng Yan Chengyu Huang H. Li Yiran Chen 62 9 0 21 Nov 2019