Reducing Overfitting in Deep Networks by Decorrelating Representations

Reducing Overfitting in Deep Networks by Decorrelating Representations

19 November 2015

Michael Cogswell

Ross B. Girshick

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

13 / 63 papers shown

Title
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 28 114 0 14 Jun 2018
Decorrelated Batch Normalization Lei Huang Dawei Yang B. Lang Jia Deng 16 190 0 23 Apr 2018
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot G. Wang 11 464 0 27 Mar 2018
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables Bojan Kolosnjaji Ambra Demontis Battista Biggio Davide Maiorca Giorgio Giacinto Claudia Eckert Fabio Roli AAML 22 316 0 12 Mar 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 32 166 0 15 Jan 2018
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning José Lezama Qiang Qiu Pablo Musé Guillermo Sapiro 35 78 0 05 Dec 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 39 824 0 27 May 2017
Skip Connections Eliminate Singularities Emin Orhan Xaq Pitkow 30 25 0 31 Jan 2017
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 32 81 0 14 Nov 2016
Regularizing CNNs with Locally Constrained Decorrelations Pau Rodríguez López Jordi Gonzalez Guillem Cucurull J. M. Gonfaus F. X. Roca 35 133 0 07 Nov 2016
Linking Image and Text with 2-Way Nets Aviv Eisenschtat Lior Wolf 27 176 0 29 Aug 2016
Local Binary Convolutional Neural Networks Felix Juefei Xu Vishnu Naresh Boddeti Marios Savvides MQ 24 251 0 22 Aug 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 25 49 0 09 Jun 2016