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Hierarchical Representations for Efficient Architecture Search

1 November 2017

Papers citing "Hierarchical Representations for Efficient Architecture Search"

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Title
Sphynx: ReLU-Efficient Network Design for Private Inference Minsu Cho Zahra Ghodsi Brandon Reagen S. Garg Chinmay Hegde 77 24 0 17 Jun 2021
Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures Renlong Jie Junbin Gao 47 0 0 14 Jun 2021
Memory-Efficient Differentiable Transformer Architecture Search Yuekai Zhao Li Dong Yelong Shen Zhihua Zhang Furu Wei Weizhu Chen ViT 61 17 0 31 May 2021
Network Architecture Search for Face Enhancement R. Yasarla Hamid Reza Vaezi Joze Vishal M. Patel CVBM 49 4 0 13 May 2021
Reconsidering CO2 emissions from Computer Vision André Fu Mahdi S. Hosseini Konstantinos N. Plataniotis 67 13 0 18 Apr 2021
Automated Mathematical Equation Structure Discovery for Visual Analysis Caroline Silva José Souza A. Vacavant T. Bouwmans A. Sobral 62 0 0 17 Apr 2021
End-to-end Keyword Spotting using Neural Architecture Search and Quantization David Peter Wolfgang Roth Franz Pernkopf MQ 50 14 0 14 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 53 7 0 06 Apr 2021
Neural Feature Search for RGB-Infrared Person Re-Identification Yehansen Chen Lin Wan Zhihang Li Qianyan Jing Zongyuan Sun 102 144 0 06 Apr 2021
Visionary: Vision architecture discovery for robot learning Iretiayo Akinola A. Angelova Yao Lu Yevgen Chebotar Dmitry Kalashnikov Jacob Varley Julian Ibarz Michael S. Ryoo 72 10 0 26 Mar 2021
Rethinking Graph Neural Architecture Search from Message-passing Shaofei Cai Liang Li Jincan Deng Beichen Zhang Zhengjun Zha Li Su Qingming Huang GNN AI4CE 67 53 0 26 Mar 2021
Fisher Task Distance and Its Application in Neural Architecture Search Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh FedML 95 8 0 23 Mar 2021
Enhanced Gradient for Differentiable Architecture Search Haichao Zhang K. Hao Lei Gao Xue-song Tang Bing Wei 22 7 0 23 Mar 2021
GPNAS: A Neural Network Architecture Search Framework Based on Graphical Predictor Dige Ai Hong Zhang AI4CE 19 0 0 19 Mar 2021
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks Matthew J. Inkawhich Nathan Inkawhich Eric K. Davis H. Li Yiran Chen BDL 132 0 0 17 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Kwanghee Choi Minyoung Choe Hyelee Lee SSL AI4CE 50 1 0 15 Mar 2021
Neural Architecture Search based on Cartesian Genetic Programming Coding Method Xuan Wu Linhan Jia Xiuyi Zhang Liang Chen Yanchun Liang You Zhou Chunguo Wu 32 0 0 12 Mar 2021
Interleaving Learning, with Application to Neural Architecture Search Hao Ban P. Xie 68 2 0 12 Mar 2021
Learning by Teaching, with Application to Neural Architecture Search Parth Sheth Yueyu Jiang P. Xie 62 4 0 11 Mar 2021
Trainless Model Performance Estimation for Neural Architecture Search Ekaterina Gracheva 34 3 0 10 Mar 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 51 7 0 27 Feb 2021
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain Mudit Verma Pradyumn Sinha Karan Goyal Apoorva Verma Seba Susan 109 7 0 22 Feb 2021
Contrastive Self-supervised Neural Architecture Search Nam Nguyen Morris J Chang 37 20 0 21 Feb 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers Shen Yan Kaiqiang Song Z. Feng Mi Zhang 79 28 0 14 Feb 2021
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning Zhiqiang Shen Zechun Liu Jie Qin Marios Savvides Kwang-Ting Cheng CLL 85 160 0 08 Feb 2021
Ownership Verification of DNN Architectures via Hardware Cache Side Channels Xiaoxuan Lou Shangwei Guo Jiwei Li Tianwei Zhang 68 11 0 06 Feb 2021
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications Sicong Liu Bin Guo Ke Ma Zhiwen Yu Junzhao Du 46 9 0 28 Jan 2021
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text Mingxi Cheng Shahin Nazarian P. Bogdan 86 84 0 28 Jan 2021
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search Yibo Yang Shan You Hongyang Li Fei Wang Chao Qian Zhouchen Lin 84 49 0 27 Jan 2021
Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks Jia-Wei Liu Yaochu Jin AAML OOD 70 37 0 16 Jan 2021
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification Haokui Zhang Chengrong Gong Yunpeng Bai Zongwen Bai Ying Li 49 27 0 12 Jan 2021
Unchain the Search Space with Hierarchical Differentiable Architecture Search Guanting Liu Yujie Zhong Sheng Guo Matthew R. Scott Weilin Huang AI4CE 69 3 0 11 Jan 2021
Global2Local: Efficient Structure Search for Video Action Segmentation Shanghua Gao Qi Han Zhong-Yu Li Pai Peng Liang Wang Ming-Ming Cheng EgoV 145 74 0 04 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 57 14 0 24 Dec 2020
Evolving Neural Architecture Using One Shot Model Nilotpal Sinha Kuan-Wen Chen 61 22 0 23 Dec 2020
Learning by Self-Explanation, with Application to Neural Architecture Search Ramtin Hosseini P. Xie 79 5 0 23 Dec 2020
Small-Group Learning, with Application to Neural Architecture Search Xuefeng Du P. Xie 46 3 0 23 Dec 2020
Optimizing Deep Neural Networks through Neuroevolution with Stochastic Gradient Descent Haichao Zhang K. Hao Lei Gao Bing Wei Xue-song Tang 65 13 0 21 Dec 2020
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization David Peter Wolfgang Roth Franz Pernkopf 64 6 0 18 Dec 2020
Differential Evolution for Neural Architecture Search Noor H. Awad Neeratyoy Mallik Frank Hutter 71 27 0 11 Dec 2020
DSRNA: Differentiable Search of Robust Neural Architectures Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 60 53 0 11 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 57 7 0 09 Dec 2020
NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration Zhengang Li Geng Yuan Wei Niu Pu Zhao Yanyu Li ... Sijia Liu Kaiyuan Yang Bin Ren Yanzhi Wang Xue Lin MQ 100 27 0 01 Dec 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 43 4 0 30 Nov 2020
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 98 4 0 30 Nov 2020
Multi-objective Neural Architecture Search with Almost No Training Shengran Hu Ran Cheng Cheng He Zhichao Lu 43 6 0 27 Nov 2020
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off Minji Yoon Théophile Gervet Bryan Hooi Christos Faloutsos 57 18 0 26 Nov 2020
Efficient Sampling for Predictor-Based Neural Architecture Search Lukas Mauch Stephen Tiedemann Javier Alonso García Bac Nguyen Cong K. Yoshiyama Fabien Cardinaux Thomas Kemp 56 2 0 24 Nov 2020
FP-NAS: Fast Probabilistic Neural Architecture Search Zhicheng Yan Xiaoliang Dai Peizhao Zhang Yuandong Tian Bichen Wu Matt Feiszli 90 23 0 22 Nov 2020
Large Scale Neural Architecture Search with Polyharmonic Splines Ulrich Finkler Michele Merler Yikang Shen Mayoore S. Jaiswal Hui Wu ... Chun-Fu Chen Minsik Cho David S. Kung Rogerio Feris Bishwaranjan Bhattacharjee AI4CE 33 1 0 20 Nov 2020