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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
NASGEM: Neural Architecture Search via Graph Embedding Method Hsin-Pai Cheng Tunhou Zhang Yixing Zhang Shiyu Li Feng Liang Feng Yan Meng Li Vikas Chandra H. Li Yiran Chen GNN 85 19 0 08 Jul 2020
Journey Towards Tiny Perceptual Super-Resolution Royson Lee Łukasz Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 87 54 0 08 Jul 2020
GOLD-NAS: Gradual, One-Level, Differentiable Kaifeng Bi Lingxi Xie Xin Chen Longhui Wei Qi Tian OOD AI4CE 61 42 0 07 Jul 2020
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search Yong Guo Yaofo Chen Yin Zheng P. Zhao Jian Chen Junzhou Huang Mingkui Tan 70 68 0 07 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 67 32 0 07 Jul 2020
Hyperparameter Optimization in Neural Networks via Structured Sparse Recovery Minsu Cho Mohammadreza Soltani Chinmay Hegde 47 1 0 07 Jul 2020
Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation Chunnan Wang Hongzhi Wang Guocheng Feng Fei Geng 44 5 0 06 Jul 2020
FracBits: Mixed Precision Quantization via Fractional Bit-Widths Linjie Yang Qing Jin MQ 101 74 0 04 Jul 2020
Self-supervised Neural Architecture Search Sapir Kaplan Raja Giryes SSL 70 12 0 03 Jul 2020
Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet Hao Chen Abhinav Shrivastava 64 14 0 01 Jul 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search Pan Zhou Caiming Xiong R. Socher Guosheng Lin 61 56 0 30 Jun 2020
Asymmetric metric learning for knowledge transfer Mateusz Budnik Yannis Avrithis 69 35 0 29 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Yawei Li Wen Li Martin Danelljan Peng Sun Shuhang Gu Luc Van Gool Radu Timofte 99 18 0 29 Jun 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 70 87 0 29 Jun 2020
Semi-discrete optimization through semi-discrete optimal transport: a framework for neural architecture search Nicolas García Trillos Javier Morales OT 62 3 0 26 Jun 2020
Traditional and accelerated gradient descent for neural architecture search Nicolas García Trillos Félix Morales Javier Morales 21 3 0 26 Jun 2020
Policy-GNN: Aggregation Optimization for Graph Neural Networks Kwei-Herng Lai Daochen Zha Kaixiong Zhou Helen Zhou 138 93 0 26 Jun 2020
Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks P. Zhou Lingxi Xie Xiaopeng Zhang Bingbing Ni Qi Tian 69 13 0 25 Jun 2020
Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL Lucas Zimmer Marius Lindauer Frank Hutter MU 129 92 0 24 Jun 2020
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search Yikang Shen Michele Merler Mayoore S. Jaiswal Hui Wu K. Ramakrishnan ... Chun-Fu Chen Minsik Cho David S. Kung Rogerio Feris Bishwaranjan Bhattacharjee 53 8 0 23 Jun 2020
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks Eugene Lee Chen-Yi Lee 47 14 0 23 Jun 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang SSeg 120 34 0 21 Jun 2020
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning Yuening Li Zhengzhang Chen Daochen Zha Kaixiong Zhou Haifeng Jin Haifeng Chen Helen Zhou 96 18 0 19 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 123 48 0 18 Jun 2020
DrNAS: Dirichlet Neural Architecture Search Xiangning Chen Ruochen Wang Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh OOD 118 103 0 18 Jun 2020
Neural Architecture Optimization with Graph VAE Jian Li Yong Liu Jiankun Liu Weiping Wang GNN 70 17 0 18 Jun 2020
Multi-branch Attentive Transformer Yang Fan Shufang Xie Yingce Xia Lijun Wu Tao Qin Xiang-Yang Li Tie-Yan Liu 65 17 0 18 Jun 2020
Fine-Grained Stochastic Architecture Search S. Chaudhuri Elad Eban Hanhan Li Max Moroz Yair Movshovitz-Attias 40 8 0 17 Jun 2020
Differentially-private Federated Neural Architecture Search Ishika Singh Haoyi Zhou Kunlin Yang Mengxiao Ding Bill Lin P. Xie FedML 91 22 0 16 Jun 2020
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep Learning Henry Chan Y. Nashed S. Kandel S. Hruszkewycz S. Sankaranarayanan R. Harder Mathew J. Cherukara 61 37 0 16 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 79 32 0 16 Jun 2020
CryptoNAS: Private Inference on a ReLU Budget Zahra Ghodsi A. Veldanda Brandon Reagen S. Garg 92 87 0 15 Jun 2020
Multi-fidelity Neural Architecture Search with Knowledge Distillation I. Trofimov Nikita Klyuchnikov Mikhail Salnikov Alexander N. Filippov Evgeny Burnaev 113 15 0 15 Jun 2020
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement Do-Guk Kim Heung-Chang Lee 10 0 0 15 Jun 2020
Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search Vu-Linh Nguyen Tam Le M. Yamada Michael A. Osborne AI4TS 109 39 0 13 Jun 2020
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels Binxin Ru Xingchen Wan Xiaowen Dong Michael A. Osborne 86 22 0 13 Jun 2020
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing Nikita Klyuchnikov I. Trofimov Ekaterina Artemova Mikhail Salnikov M. Fedorov Evgeny Burnaev VLM 117 107 0 12 Jun 2020
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Shen Yan Yu Zheng Wei Ao Xiao Zeng Mi Zhang SSL AI4CE 112 104 0 12 Jun 2020
Few-shot Neural Architecture Search Yiyang Zhao Linnan Wang Yuandong Tian Rodrigo Fonseca Tian Guo 106 93 0 11 Jun 2020
NADS: Neural Architecture Distribution Search for Uncertainty Awareness Randy Ardywibowo Shahin Boluki Xinyu Gong Zhangyang Wang Xiaoning Qian UQCV 72 18 0 11 Jun 2020
Hypernetwork-Based Augmentation Chih-Yang Chen Che-Han Chang 61 3 0 11 Jun 2020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity Sang-gil Lee Sungwon Kim Sungroh Yoon 77 17 0 11 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 122 16 0 10 Jun 2020
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation Dong Yang H. Roth Ziyue Xu Fausto Milletari Ling Zhang Daguang Xu 79 47 0 10 Jun 2020
Neural Architecture Search without Training J. Mellor Jack Turner Amos Storkey Elliot J. Crowley 74 386 0 08 Jun 2020
Speedy Performance Estimation for Neural Architecture Search Binxin Ru Clare Lyle Lisa Schut M. Fil Mark van der Wilk Y. Gal 107 37 0 08 Jun 2020
AutoHAS: Efficient Hyperparameter and Architecture Search Xuanyi Dong Mingxing Tan Adams Wei Yu Daiyi Peng Bogdan Gabrys Quoc V. Le TPM 80 24 0 05 Jun 2020
Learning to Rank Learning Curves Martin Wistuba Tejaswini Pedapati 56 24 0 05 Jun 2020
Learning to Branch for Multi-Task Learning Pengsheng Guo Chen-Yu Lee Daniel Ulbricht 112 179 0 02 Jun 2020
Latent Domain Learning with Dynamic Residual Adapters Lucas Deecke Timothy M. Hospedales Hakan Bilen 52 8 0 01 Jun 2020