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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
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization David Peter Wolfgang Roth Franz Pernkopf 79 6 0 18 Dec 2020
Joint Search of Data Augmentation Policies and Network Architectures Taiga Kashima Yoshihiro Yamada Shunta Saito 3DPC 62 5 0 17 Dec 2020
AutoCaption: Image Captioning with Neural Architecture Search Xinxin Zhu Weining Wang Longteng Guo Jing Liu 102 9 0 16 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 244 43 0 16 Dec 2020
Single-level Optimization For Differential Architecture Search Pengfei Hou Ying Jin 42 2 0 15 Dec 2020
A hybrid quantum-classical neural network with deep residual learning Yanying Liang Wei Peng Zhu-Jun Zheng Olli Silvén Guoying Zhao 64 48 0 14 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 129 188 0 11 Dec 2020
Differential Evolution for Neural Architecture Search Noor H. Awad Neeratyoy Mallik Frank Hutter 71 27 0 11 Dec 2020
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment Reimi Sato Jun Sakuma Youhei Akimoto 68 2 0 11 Dec 2020
DSRNA: Differentiable Search of Robust Neural Architectures Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 63 53 0 11 Dec 2020
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition Zhaoqun Li Hongren Wang Jinxing Li 3DPC 3DV 52 8 0 10 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 64 7 0 09 Dec 2020
Quantum Circuit Design Search Mohammad Pirhooshyaran T. Terlaky 88 37 0 07 Dec 2020
Efficient Human Pose Estimation with Depthwise Separable Convolution and Person Centroid Guided Joint Grouping Jie Ou Hong-Chuan Wu 3DH 46 4 0 06 Dec 2020
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning Woosuk Kwon Gyeong-In Yu Eunji Jeong Byung-Gon Chun 74 70 0 04 Dec 2020
Automatic Routability Predictor Development Using Neural Architecture Search Chen-Chia Chang Jingyu Pan Tunhou Zhang Zhiyao Xie Jiang Hu ... Chung-Wei Lin Rongjian Liang Joydeep Mitra Elias Fallon Yiran Chen AI4CE 41 22 0 03 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 102 27 0 01 Dec 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 54 4 0 30 Nov 2020
Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 122 366 0 30 Nov 2020
Optimizing the Neural Architecture of Reinforcement Learning Agents Nina Mazyavkina S. Moustafa I. Trofimov Evgeny Burnaev AI4CE 78 4 0 30 Nov 2020
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition Hsin-Pai Cheng Feng Liang Meng Li Bowen Cheng Feng Yan H. Li Vikas Chandra Yiran Chen 73 9 0 30 Nov 2020
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 105 4 0 30 Nov 2020
Efficient Attention Network: Accelerate Attention by Searching Where to Plug Zhongzhan Huang Senwei Liang Mingfu Liang Wei He Haizhao Yang 50 12 0 28 Nov 2020
aw_nas: A Modularized and Extensible NAS framework Xuefei Ning Changcheng Tang Wenshuo Li Songyi Yang Tianchen Zhao Niansong Zhang Tianyi Lu Shuang Liang Huazhong Yang Yu Wang 69 5 0 25 Nov 2020
AutoGraph: Automated Graph Neural Network Yaoman Li Irwin King GNN 45 44 0 23 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation Xiaoxing Wang Xiangxiang Chu Yuda Fan Zhexi Zhang Bo Zhang Xiaokang Yang Junchi Yan 68 4 0 23 Nov 2020
FP-NAS: Fast Probabilistic Neural Architecture Search Zhicheng Yan Xiaoliang Dai Peizhao Zhang Yuandong Tian Bichen Wu Matt Feiszli 93 23 0 22 Nov 2020
Evolving Search Space for Neural Architecture Search Yuanzheng Ci Chen Lin Ming Sun Boyu Chen Hongwen Zhang Wanli Ouyang 76 43 0 22 Nov 2020
Continuous Ant-Based Neural Topology Search A. ElSaid Joshua Karns Zimeng Lyu Alexander Ororbia Travis J. Desell 69 3 0 21 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 45 1 0 20 Nov 2020
Effective, Efficient and Robust Neural Architecture Search Zhixiong Yue Baijiong Lin Xiaonan Huang Yu Zhang AAML 60 20 0 19 Nov 2020
Stretchable Cells Help DARTS Search Better Tao Huang Shan You Yibo Yang Zhuozhuo Tu Fei Wang Chao Qian Changshui Zhang 49 0 0 18 Nov 2020
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling Dilin Wang Meng Li Chengyue Gong Vikas Chandra 109 103 0 18 Nov 2020
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer William J. McNally Kanav Vats Alexander Wong J. McPhee 3DH 70 16 0 17 Nov 2020
Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning S. Choudhury Ankan Dutta Debisree Ray 69 21 0 16 Nov 2020
Towards NNGP-guided Neural Architecture Search Daniel S. Park Jaehoon Lee Daiyi Peng Yuan Cao Jascha Narain Sohl-Dickstein BDL 71 34 0 11 Nov 2020
Efficient Neural Architecture Search for End-to-end Speech Recognition via Straight-Through Gradients Huahuan Zheng Keyu An Zhijian Ou 131 14 0 11 Nov 2020
Effective Model Compression via Stage-wise Pruning Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou SyDa 59 1 0 10 Nov 2020
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework Maria G. Baldeon Calisto S. Lai-Yuen 51 1 0 09 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 64 25 0 08 Nov 2020
Universal Activation Function For Machine Learning Brosnan Yuen Minh Tu Hoang Xiaodai Dong Tao Lu 33 43 0 07 Nov 2020
FDNAS: Improving Data Privacy and Model Diversity in AutoML Chunhui Zhang Yongyuan Liang Xiaoming Yuan Lei Cheng FedML 24 1 0 06 Nov 2020
Channel Planting for Deep Neural Networks using Knowledge Distillation Kakeru Mitsuno Yuichiro Nomura Takio Kurita 53 2 0 04 Nov 2020
DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search Yushuo Guan Ning Liu Pengyu Zhao Zhengping Che Kaigui Bian Yanzhi Wang Jian Tang 53 40 0 04 Nov 2020
VEGA: Towards an End-to-End Configurable AutoML Pipeline Bochao Wang Hang Xu Jiajin Zhang Chong Chen Xiaozhi Fang ... Wei Zhang Chunjing Xu Zhenguo Li Wenzhi Liu Tong Zhang 107 11 0 03 Nov 2020
PV-NAS: Practical Neural Architecture Search for Video Recognition Zihao Wang Chen Lin Lu Sheng Junjie Yan Jing Shao ViT 77 7 0 02 Nov 2020
Dynamically Throttleable Neural Networks (TNN) Hengyue Liu Samyak Parajuli Jesse Hostetler S. Chai B. Bhanu 52 4 0 01 Nov 2020
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 76 131 0 31 Oct 2020
Self-supervised Representation Learning for Evolutionary Neural Architecture Search Chen Wei Yiping Tang Chuang Niu Haihong Hu Yue Wang Jimin Liang 87 21 0 31 Oct 2020
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data Romain Egele Prasanna Balaprakash V. Vishwanath Isabelle M Guyon Zhengying Liu LMTD 58 21 0 30 Oct 2020