Fast Differentiable Matrix Square Root and Inverse Square Root

29 January 2022

Papers citing "Fast Differentiable Matrix Square Root and Inverse Square Root"

38 / 38 papers shown

Title
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 74 34 0 26 May 2022
Fast Differentiable Matrix Square Root Yue Song N. Sebe Wei Wang 65 14 0 21 Jan 2022
Temporal-attentive Covariance Pooling Networks for Video Recognition Zilin Gao Qilong Wang Bingbing Zhang Q. Hu P. Li 52 25 0 27 Oct 2021
Improving Generalization of Batch Whitening by Convolutional Unit Optimization Yooshin Cho Hanbyel Cho Youngsoo Kim Junmo Kim 14 2 0 24 Aug 2021
Stochastic Whitening Batch Normalization Shengdong Zhang E. Nezhadarya H. Fashandi Jiayi Liu Darin Graham Mohak Shah 85 10 0 03 Jun 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? Yue Song N. Sebe Wei Wang 79 25 0 06 May 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 83 280 0 29 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 342 40,217 0 22 Oct 2020
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 53 22 0 28 Sep 2020
Whitening for Self-Supervised Representation Learning Aleksandr Ermolov Aliaksandr Siarohin E. Sangineto N. Sebe SSL 63 310 0 13 Jul 2020
Keep it Simple: Image Statistics Matching for Domain Adaptation A. Abramov Christopher Bayer Claudio Heller OOD 26 24 0 26 May 2020
Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems Zheng Dang K. M. Yi Yinlin Hu Fei Wang Pascal Fua Mathieu Salzmann 21 12 0 15 Apr 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 63 441 0 03 Apr 2020
An Investigation into the Stochasticity of Batch Whitening Lei Huang Lei Zhao Yi Zhou Fan Zhu Li Liu Ling Shao 76 19 0 27 Mar 2020
Diversified Arbitrary Style Transfer via Deep Feature Perturbation Zhizhong Wang Lei Zhao Haibo Chen Lihong Qiu Qihang Mo Sihuan Lin Wei Xing Dongming Lu 80 95 0 18 Sep 2019
Backpropagation-Friendly Eigendecomposition Wei Wang Zheng Dang Yinlin Hu Pascal Fua Mathieu Salzmann 84 49 0 21 Jun 2019
Switchable Whitening for Deep Representation Learning Xingang Pan Xiaohang Zhan Jianping Shi Xiaoou Tang Ping Luo 49 150 0 22 Apr 2019
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Qilong Wang Jiangtao Xie W. Zuo Lei Zhang P. Li 34 99 0 15 Apr 2019
Iterative Normalization: Beyond Standardization towards Efficient Whitening Lei Huang Yi Zhou Fan Zhu Li Liu Ling Shao 45 142 0 06 Apr 2019
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation Wonwoong Cho Sungha Choi D. Park Inkyu Shin Jaegul Choo 36 131 0 24 Dec 2018
Whitening and Coloring batch transform for GANs Aliaksandr Siarohin E. Sangineto N. Sebe 45 50 0 01 Jun 2018
Decorrelated Batch Normalization Lei Huang Dawei Yang B. Lang Jia Deng 34 192 0 23 Apr 2018
Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses Zheng Dang K. M. Yi Yinlin Hu Fei Wang Pascal Fua Mathieu Salzmann 40 48 0 21 Mar 2018
A Closed-form Solution to Photorealistic Image Stylization Yijun Li Ming-Yuan Liu Xueting Li Ming-Hsuan Yang Jan Kautz 52 407 0 19 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 265 11,610 0 11 Jan 2018
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization P. Li Jiangtao Xie Qilong Wang Zilin Gao 43 256 0 04 Dec 2017
Improved Bilinear Pooling with CNNs Tsung-Yu Lin Subhransu Maji 41 199 0 21 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 435 129,831 0 12 Jun 2017
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 87 985 0 23 May 2017
Is Second-order Information Helpful for Large-scale Visual Recognition? P. Li Jiangtao Xie Qilong Wang W. Zuo FAtt 35 251 0 23 Mar 2017
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 60 791 0 09 Jan 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 280 19,560 0 21 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Training Deep Networks with Structured Layers by Matrix Backpropagation Catalin Ionescu O. Vantzos C. Sminchisescu 38 83 0 25 Sep 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 105 1,871 0 29 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 298 43,154 0 11 Feb 2015
Fine-Grained Visual Classification of Aircraft Subhransu Maji Esa Rahtu Arno Solin Matthew Blaschko Andrea Vedaldi 86 2,227 0 21 Jun 2013
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 92 6,100 0 03 Dec 2012