Neural Architecture Search of SPD Manifold Networks

27 October 2020

Luc Van Gool

Papers citing "Neural Architecture Search of SPD Manifold Networks"

42 / 42 papers shown

Title
Neural Architecture Search as Sparse Supernet Yongpeng Wu Aoming Liu Zhiwu Huang Siwei Zhang Luc Van Gool 44 22 0 31 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 41 61 0 17 Jul 2020
Dense Non-Rigid Structure from Motion: A Manifold Viewpoint Suryansh Kumar Luc Van Gool C. Oliveira A. Cherian Yuchao Dai Hongdong Li 30 9 0 15 Jun 2020
ManifoldNorm: Extending normalizations on Riemannian Manifolds Rudrasis Chakraborty 18 11 0 30 Mar 2020
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search Xiangxiang Chu Tianbao Zhou Bo Zhang Jixiang Li 51 310 0 27 Nov 2019
Differentiable Convex Optimization Layers Akshay Agrawal Brandon Amos Shane T. Barratt Stephen P. Boyd Steven Diamond Zico Kolter 83 653 0 28 Oct 2019
Dilated Convolutional Neural Networks for Sequential Manifold-valued Data Xingjian Zhen Rudrasis Chakraborty Nicholas M. Vogt B. Bendlin Vikas Singh MedIm 50 37 0 05 Oct 2019
DARTS+: Improved Differentiable Architecture Search with Early Stopping Hanwen Liang Shifeng Zhang Jiacheng Sun Xingqiu He Weiran Huang Kechen Zhuang Zhenguo Li 61 289 0 13 Sep 2019
Riemannian batch normalization for SPD neural networks Daniel A. Brooks Olivier Schwander F. Barbaresco J. Schneider Matthieu Cord 47 92 0 03 Sep 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Qingyuan Li Ruijun Xu Xudong Li 54 24 0 16 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 62 263 0 11 Aug 2019
Frame attention networks for facial expression recognition in videos Debin Meng Xiaojiang Peng Kai Wang Yu Qiao CVBM 51 169 0 29 Jun 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng Rongrong Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 57 89 0 18 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 77 198 0 13 May 2019
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH 56 117 0 29 Apr 2019
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Qilong Wang Jiangtao Xie W. Zuo Lei Zhang P. Li 58 99 0 15 Apr 2019
Jumping Manifolds: Geometry Aware Dense Non-Rigid Structure from Motion Suryansh Kumar 3DV 46 30 0 04 Feb 2019
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Bichen Wu Xiaoliang Dai Peizhao Zhang Yanghan Wang Fei Sun Yiming Wu Yuandong Tian Peter Vajda Yangqing Jia Kurt Keutzer MQ 97 1,300 0 09 Dec 2018
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization Xinbang Zhang Zehao Huang Naiyan Wang 60 94 0 05 Nov 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 185 4,345 0 24 Jun 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices Rudrasis Chakraborty Chun-Hao Yang Xingjian Zhen Monami Banerjee Derek B. Archer David E Vaillancourt Vikas Singh B. Vemuri 46 38 0 29 May 2018
Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective Suryansh Kumar A. Cherian Yuchao Dai Hongdong Li 45 58 0 01 Mar 2018
Neural Architecture Search with Bayesian Optimisation and Optimal Transport Kirthevasan Kandasamy Willie Neiswanger J. Schneider Barnabás Póczós Eric Xing 74 607 0 11 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 107 2,761 0 09 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 150 3,025 0 05 Feb 2018
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 95 1,988 0 02 Dec 2017
Simple And Efficient Architecture Search for Convolutional Neural Networks T. Elsken J. H. Metzen Frank Hutter 75 230 0 13 Nov 2017
DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition M. Engin Lei Wang Luping Zhou Xinwang Liu 46 54 0 11 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 83 926 0 01 Nov 2017
Connectivity Learning in Multi-Branch Networks Karim Ahmed Lorenzo Torresani 57 26 0 27 Sep 2017
SMASH: One-Shot Model Architecture Search through HyperNetworks Andrew Brock Theodore Lim J. Ritchie Nick Weston 143 763 0 17 Aug 2017
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 170 5,596 0 21 Jul 2017
DeepArchitect: Automatically Designing and Training Deep Architectures Renato M. P. Negrinho Geoffrey J. Gordon 69 185 0 28 Apr 2017
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 62 279 0 18 Dec 2016
Building Deep Networks on Grassmann Manifolds Zhiwu Huang Jiqing Wu Luc Van Gool 58 161 0 17 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 437 5,367 0 05 Nov 2016
A Riemannian Network for SPD Matrix Learning Zhiwu Huang Luc Van Gool 56 397 0 15 Aug 2016
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 53 226 0 08 Jun 2016
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods Mehrtash Harandi Mathieu Salzmann Leonid Sigal 41 191 0 20 May 2016
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification André F. T. Martins Ramón Fernández Astudillo 168 719 0 05 Feb 2016
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices Mehrtash T. Harandi Mathieu Salzmann Leonid Sigal 69 197 0 04 Jul 2014
Stochastic gradient descent on Riemannian manifolds Silvere Bonnabel 90 591 0 22 Nov 2011