v1v2v3 (latest)

Graph HyperNetworks for Neural Architecture Search

12 October 2018

Papers citing "Graph HyperNetworks for Neural Architecture Search"

50 / 177 papers shown

Title
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dong Zhao C. L. Philip Chen 159 11 0 15 Nov 2021
Parameter Prediction for Unseen Deep ArchitecturesNeural Information Processing Systems (NeurIPS), 2021 Boris Knyazev M. Drozdzal Graham W. Taylor Adriana Romero Soriano OOD 265 96 0 25 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 245 7 0 16 Oct 2021
Meta Internal Learning Raphael Bensadoun Shir Gur Tomer Galanti Lior Wolf GAN 226 8 0 06 Oct 2021
Self-Regulation for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Zhangfu Dong Zhang Hanwang T. Jinhui Huang Xiansheng Sun Qianru 190 39 0 22 Aug 2021
Trends in Neural Architecture Search: Towards the Acceleration of Search Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 81 6 0 19 Aug 2021
CONet: Channel Optimization for Convolutional Neural Networks Mahdi S. Hosseini Jing Zhang Zhe Liu André Fu Jingxuan Su Mathieu Tuli Sepehr Hosseini Arsh Kadakia Haoran Wang Konstantinos N. Plataniotis 106 5 0 15 Aug 2021
Pseudo-LiDAR Based Road Detection Libo Sun Haokui Zhang Wei Yin 114 25 0 28 Jul 2021
Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis Miao Zhang Wei Huang Li Wang 185 1 0 22 Jun 2021
ESAI: Efficient Split Artificial Intelligence via Early Exiting Using Neural Architecture SearchIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2021 Behnam Zeinali Di Zhuang Jerome Chang 145 7 0 21 Jun 2021
Adaptive Filters in Graph Convolutional Neural NetworksPattern Recognition (Pattern Recogn.), 2021 Andrea Apicella Francesco Isgrò A. Pollastro R. Prevete GNN 272 18 0 21 May 2021
Reconsidering CO2 emissions from Computer Vision André Fu Mahdi S. Hosseini Konstantinos N. Plataniotis 153 15 0 18 Apr 2021
HyperDynamics: Meta-Learning Object and Agent Dynamics with HypernetworksInternational Conference on Learning Representations (ICLR), 2021 Zhou Xian Shamit Lal H. Tung Emmanouil Antonios Platanios Katerina Fragkiadaki AI4CE 244 29 0 17 Mar 2021
Automated Machine Learning on Graphs: A SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Ziwei Zhang Xin Eric Wang Wenwu Zhu 321 93 0 01 Mar 2021
Towards Accurate and Compact Architectures via Neural Architecture TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yong Guo Yin Zheng Zhuliang Yu Qi Chen Zhipeng Li Jian Chen P. Zhao Junzhou Huang ViT MQ 177 42 0 20 Feb 2021
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Haokui Zhang Chengrong Gong Yunpeng Bai Zongwen Bai Ying Li 169 32 0 12 Jan 2021
Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks Alan Q. Wang Adrian Dalca M. Sabuncu OOD 177 12 0 06 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image RestorationInternational Journal of Computer Vision (IJCV), 2020 Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 262 15 0 24 Dec 2020
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Y. Nirkin Lior Wolf Tal Hassner SSeg 302 222 0 21 Dec 2020
Graph Neural Networks: Taxonomy, Advances and TrendsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020 Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 611 164 0 16 Dec 2020
Adversarial Generation of Continuous ImagesComputer Vision and Pattern Recognition (CVPR), 2020 Ivan Skorokhodov Savva Ignatyev Mohamed Elhoseiny GAN 292 189 0 24 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 99 1 0 20 Nov 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 143 2 0 12 Oct 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Cristian Cioflan Radu Timofte 81 2 0 29 Sep 2020
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network SynthesisIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Anjul Tyagi C. Xie Klaus Mueller 184 6 0 28 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 912 88 0 17 Sep 2020
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and SizeIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Xuanyi Dong Lu Liu Katarzyna Musial Bogdan Gabrys 414 195 0 28 Aug 2020
Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker VerificationInterspeech (Interspeech), 2020 Xiaoyang Qu Jianzong Wang Jing Xiao 109 11 0 13 Aug 2020
Evaluating Efficient Performance Estimators of Neural ArchitecturesNeural Information Processing Systems (NeurIPS), 2020 Xuefei Ning Changcheng Tang Wenshuo Li Zixuan Zhou Shuang Liang Huazhong Yang Yu Wang 525 89 0 07 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 367 117 0 04 Aug 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 Zhuliang Yu 202 77 0 07 Jul 2020
Hyperparameter Optimization in Neural Networks via Structured Sparse Recovery Minsu Cho Mohammadreza Soltani Chinmay Hegde 133 1 0 07 Jul 2020
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels Binxin Ru Xingchen Wan Xiaowen Dong Michael A. Osborne 206 22 0 13 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and SolutionsACM Computing Surveys (ACM CSUR), 2020 Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 370 781 0 01 Jun 2020
MetaInv-Net: Meta Inversion Network for Sparse View CT Image ReconstructionIEEE Transactions on Medical Imaging (TMI), 2020 Haimiao Zhang Baodong Liu Hengyong Yu Bin Dong 288 70 0 30 May 2020
An Introduction to Neural Architecture Search for Convolutional Networks George Kyriakides K. Margaritis AI4CE 171 31 0 22 May 2020
Distributed Evolution of Deep Autoencoders Jeff Hajewski Suely Oliveira Xiaoyu Xing 159 6 0 16 Apr 2020
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NASEuropean Conference on Computer Vision (ECCV), 2020 Xuefei Ning Yin Zheng Tianchen Zhao Yu Wang Huazhong Yang AI4CE 408 115 0 04 Apr 2020
Disturbance-immune Weight Sharing for Neural Architecture SearchNeural Networks (NN), 2020 Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yong Guo P. Zhao Junzhou Huang Zhuliang Yu 204 29 0 29 Mar 2020
On Infinite-Width Hypernetworks Etai Littwin Tomer Galanti Lior Wolf Greg Yang 391 11 0 27 Mar 2020
Anytime Inference with Distilled Hierarchical Neural Ensembles Adria Ruiz Jakob Verbeek UQCV BDL FedML 176 7 0 03 Mar 2020
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search Xu Zhang Chenjun Zhou Bo Gu 190 1 0 03 Mar 2020
On the Modularity of Hypernetworks Tomer Galanti Lior Wolf 158 5 0 23 Feb 2020
Learning Architectures for Binary NetworksEuropean Conference on Computer Vision (ECCV), 2020 Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 228 47 0 17 Feb 2020
Molecule Property Prediction and Classification with Graph Hypernetworks Eliya Nachmani Lior Wolf GNN 193 15 0 01 Feb 2020
Multi-objective Neural Architecture Search via Non-stationary Policy Gradient Zewei Chen Fengwei Zhou George Trimponias Zhenguo Li 125 9 0 23 Jan 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture SearchInternational Conference on Learning Representations (ICLR), 2020 Xuanyi Dong Yi Yang 531 791 0 02 Jan 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training DataInternational Conference on Machine Learning (ICML), 2019 F. Such Aditya Rawal Joel Lehman Kenneth O. Stanley Jeff Clune DD 294 171 0 17 Dec 2019
Ranking architectures using meta-learning Alina Dubatovka Efi Kokiopoulou L. Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent 96 1 0 26 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture SearchIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Xukai Xie Yuan Zhou S. Kung 142 39 0 24 Nov 2019