Reducing Overfitting in Deep Networks by Decorrelating Representations

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Reducing Overfitting in Deep Networks by Decorrelating Representations

19 November 2015

Michael Cogswell

Ross B. Girshick

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Papers citing "Reducing Overfitting in Deep Networks by Decorrelating Representations"

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Title
Incomplete Dot Products for Dynamic Computation Scaling in Neural Network Inference Bradley McDanel Surat Teerapittayanon H. T. Kung 75 8 0 21 Oct 2017
Learning the PE Header, Malware Detection with Minimal Domain Knowledge Edward Raff Jared Sylvester Charles K. Nicholas 157 124 0 05 Sep 2017
Scalable and Effective Deep CCA via Soft Decorrelation Xiaobin Chang Tao Xiang Timothy M. Hospedales 126 3 0 30 Jul 2017
GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures Gaëtan Hadjeres Frank Nielsen F. Pachet DRL 164 68 0 14 Jul 2017
Generative-Discriminative Variational Model for Visual Recognition Chih-Kuan Yeh Yifan Hao Y. Wang VLM 95 2 0 07 Jun 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 671 927 0 27 May 2017
Pairwise Confusion for Fine-Grained Visual Classification Abhimanyu Dubey O. Gupta Pei Guo Ramesh Raskar Ryan Farrell Nikhil Naik 177 10 0 22 May 2017
Forced to Learn: Discovering Disentangled Representations Without Exhaustive Labels Alexey Romanov Anna Rumshisky OOD SSL DRL 90 1 0 01 May 2017
Skip Connections Eliminate Singularities Emin Orhan Xaq Pitkow 384 26 0 31 Jan 2017
Training Group Orthogonal Neural Networks with Privileged InformationInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Yunpeng Chen Xiaojie Jin Jiashi Feng Shuicheng Yan 171 52 0 24 Jan 2017
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 214 83 0 14 Nov 2016
Regularizing CNNs with Locally Constrained Decorrelations Pau Rodríguez López Jordi Gonzalez Guillem Cucurull J. M. Gonfaus F. X. Roca 195 141 0 07 Nov 2016
Examining Representational Similarity in ConvNets and the Primate Visual Cortex Abhimanyu Dubey Jayadeva Jayadeva Sumeet Agarwal FAtt 43 2 0 12 Sep 2016
Linking Image and Text with 2-Way NetsComputer Vision and Pattern Recognition (CVPR), 2016 Aviv Eisenschtat Lior Wolf 252 182 0 29 Aug 2016
Local Binary Convolutional Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2016 Felix Juefei Xu Vishnu Boddeti Marios Savvides MQ 205 270 0 22 Aug 2016
DecomposeMe: Simplifying ConvNets for End-to-End Learning J. Álvarez L. Petersson 121 48 0 17 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 297 49 0 09 Jun 2016
Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups Yani Andrew Ioannou D. Robertson R. Cipolla A. Criminisi 278 285 0 20 May 2016