SMASH: One-Shot Model Architecture Search through HyperNetworks

17 August 2017

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Papers citing "SMASH: One-Shot Model Architecture Search through HyperNetworks"

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Title
CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment Manas Sahni S. Varshini Alind Khare Alexey Tumanov 51 33 0 26 Apr 2021
Reconsidering CO2 emissions from Computer Vision André Fu Mahdi S. Hosseini Konstantinos N. Plataniotis 70 13 0 18 Apr 2021
Embedding Adaptation is Still Needed for Few-Shot Learning Sébastien M. R. Arnold Fei Sha VLM 95 7 0 15 Apr 2021
Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Guangrun Wang Liang Lin Rongcong Chen Guangcong Wang Jiqi Zhang OOD 47 10 0 31 Mar 2021
Dynamic Slimmable Network Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 91 145 0 24 Mar 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Changlin Li Tao Tang Guangrun Wang Jiefeng Peng Bing Wang Xiaodan Liang Xiaojun Chang ViT 158 107 0 23 Mar 2021
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion Peng Sun Wenhu Zhang Huanyu Wang Songyuan Li Xi Li 85 147 0 22 Mar 2021
GPNAS: A Neural Network Architecture Search Framework Based on Graphical Predictor Dige Ai Hong Zhang AI4CE 42 0 0 19 Mar 2021
Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings Zhongyang Zhang Zhiyang Xu Zia U. Ahmed Asif Salekin Tauhidur Rahman 66 3 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
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks Zhou Xian Shamit Lal H. Tung Emmanouil Antonios Platanios Katerina Fragkiadaki AI4CE 108 23 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
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection Tingting Liang Yongtao Wang Zhi Tang Guosheng Hu Haibin Ling ObjD 87 51 0 08 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning Wonyong Jeong Hayeon Lee G. Park Eunyoung Hyung Jinheon Baek Sung Ju Hwang 95 10 0 02 Mar 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search Niv Nayman Y. Aflalo Asaf Noy Lihi Zelnik-Manor 84 33 0 23 Feb 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective Wuyang Chen Xinyu Gong Zhangyang Wang OOD 177 239 0 23 Feb 2021
Contrastive Self-supervised Neural Architecture Search Nam Nguyen Morris J Chang 54 20 0 21 Feb 2021
Towards Accurate and Compact Architectures via Neural Architecture Transformer Yong Guo Yin Zheng Mingkui Tan Qi Chen Zhipeng Li Jian Chen P. Zhao Junzhou Huang ViT MQ 57 38 0 20 Feb 2021
Rethinking Co-design of Neural Architectures and Hardware Accelerators Yanqi Zhou Xuanyi Dong Berkin Akin Mingxing Tan Daiyi Peng Tianjian Meng Amir Yazdanbakhsh Da Huang Ravi Narayanaswami James Laudon 147 26 0 17 Feb 2021
Neuroevolution in Deep Learning: The Role of Neutrality E. López 39 4 0 16 Feb 2021
EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search Vasco Lopes S. Alirezazadeh L. A. Alexandre 57 40 0 16 Feb 2021
Ownership Verification of DNN Architectures via Hardware Cache Side Channels Xiaoxuan Lou Shangwei Guo Jiwei Li Tianwei Zhang 79 11 0 06 Feb 2021
AACP: Model Compression by Accurate and Automatic Channel Pruning Lanbo Lin Yujiu Yang Zhenhua Guo MQ 64 12 0 31 Jan 2021
Neural Architecture Search with Random Labels Xuanyang Zhang Pengfei Hou Xinming Zhang Jian Sun 86 53 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
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification Problems Yigit Can Alparslan E. Moyer I. Isozaki Daniel Ethan Schwartz Adam Dunlop Shesh Dave Edward J. Kim MQ AI4CE 127 7 0 16 Jan 2021
Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks Alan Q. Wang Adrian Dalca M. Sabuncu OOD 85 12 0 06 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 159 131 0 04 Jan 2021
Towards Continual Reinforcement Learning: A Review and Perspectives Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 146 324 0 25 Dec 2020
Single-level Optimization For Differential Architecture Search Pengfei Hou Ying Jin 42 2 0 15 Dec 2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 83 46 0 13 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
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
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 38 1 0 20 Nov 2020
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework Maria G. Baldeon Calisto S. Lai-Yuen 51 1 0 09 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
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
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation Yangxin Wu Gengwei Zhang Hang Xu Xiaodan Liang Liang Lin 67 21 0 30 Oct 2020
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search Houwen Peng Hao Du Hongyuan Yu Qi Li Jing Liao Jianlong Fu 88 67 0 29 Oct 2020
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm Jiahong Wei Zhun Fan 70 78 0 29 Oct 2020
Neural Architecture Search of SPD Manifold Networks R. Sukthanker Zhiwu Huang Suryansh Kumar Erik Goron Endsjo Yan Wu Luc Van Gool 110 14 0 27 Oct 2020
How Does Supernet Help in Neural Architecture Search? Yuge Zhang Quanlu Zhang Yaming Yang 84 10 0 16 Oct 2020
Controllable Pareto Multi-Task Learning Xi Lin Zhiyuan Yang Qingfu Zhang Sam Kwong MoE 136 75 0 13 Oct 2020
A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices Zuheng Ming M. Visani M. Luqman J. Burie AAML CVBM 82 64 0 08 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 127 48 0 02 Oct 2020
Meta-Consolidation for Continual Learning K. J. Joseph V. Balasubramanian CLL 99 56 0 01 Oct 2020
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis Anjul Tyagi C. Xie Klaus Mueller 51 6 0 28 Sep 2020
Disentangled Neural Architecture Search Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi AI4CE 60 4 0 24 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 78 42 0 14 Sep 2020
Binarized Neural Architecture Search for Efficient Object Recognition Hanlin Chen Lian Zhuo Baochang Zhang Xiawu Zheng Jianzhuang Liu Rongrong Ji David Doermann G. Guo MQ 47 18 0 08 Sep 2020