Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

50 / 7,527 papers shown

Title
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 29 120 0 21 Feb 2017
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló OOD 21 48 0 21 Feb 2017
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks Chunjie Luo Jianfeng Zhan Lei Wang Qiang Yang 24 199 0 20 Feb 2017
DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing Hantao Yao Feng Dai Dongming Zhang Yike Ma Shiliang Zhang Yongdong Zhang Qi Tian 11 307 0 19 Feb 2017
Zoom Out-and-In Network with Recursive Training for Object Proposal Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 33 23 0 19 Feb 2017
Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition Xi Yin Xiaoming Liu CVBM 50 283 0 15 Feb 2017
Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing Feng Mao E. Blanco Mingang Fu Rohit Jain Anurag Gupta Sebastien Mancel Rong Yuan Stephen D. Guo Sai Kumar Yayang Tian 19 17 0 14 Feb 2017
Estimation of the volume of the left ventricle from MRI images using deep neural networks Fangzhou Liao Xi Chen Xiaolin Hu Sen Song 45 49 0 13 Feb 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 30 21 0 12 Feb 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 38 743 0 08 Feb 2017
Gated Multimodal Units for Information Fusion John Arevalo Thamar Solorio Manuel Montes-y-Gómez Fabio Gonzalez 33 371 0 07 Feb 2017
A Deep Convolutional Neural Network for Background Subtraction M. Babaee D. Dinh Gerhard Rigoll 16 87 0 06 Feb 2017
Deep Learning with Low Precision by Half-wave Gaussian Quantization Zhaowei Cai Xiaodong He Jian Sun Nuno Vasconcelos MQ 41 502 0 03 Feb 2017
HashNet: Deep Learning to Hash by Continuation Zhangjie Cao Mingsheng Long Jianmin Wang Philip S. Yu 31 615 0 02 Feb 2017
Evolving Boxes for Fast Vehicle Detection Li Wang Yao Lu Hong Wang Yingbin Zheng Hao Ye Xiangyang Xue ViT ObjD 23 103 0 01 Feb 2017
Skip Connections Eliminate Singularities Emin Orhan Xaq Pitkow 30 25 0 31 Jan 2017
Universal representations:The missing link between faces, text, planktons, and cat breeds Hakan Bilen Andrea Vedaldi 38 147 0 25 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 55 2,524 0 23 Jan 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 24 51 0 23 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 33 414 0 11 Jan 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Wenjie Qu Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 27 366 0 10 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 32 193 0 07 Jan 2017
Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices Wenjia Meng Zonghua Gu Ming Zhang Zhaohui Wu 24 36 0 02 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 41 96 0 01 Jan 2017
Feedback Networks Amir Zamir Te-Lin Wu Lin Sun Bokui (William) Shen Jitendra Malik Silvio Savarese 18 209 0 30 Dec 2016
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 28 265 0 29 Dec 2016
Modeling documents with Generative Adversarial Networks John Glover GAN 24 29 0 29 Dec 2016
A Deep Learning Approach To Multiple Kernel Fusion Huan Song Jayaraman J. Thiagarajan P. Sattigeri Karthikeyan N. Ramamurthy A. Spanias 28 18 0 28 Dec 2016
The Predictron: End-To-End Learning and Planning David Silver H. V. Hasselt Matteo Hessel Tom Schaul A. Guez ... Gabriel Dulac-Arnold David P. Reichert Neil C. Rabinowitz André Barreto T. Degris 23 289 0 28 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 56 15,470 0 25 Dec 2016
Hardware for Machine Learning: Challenges and Opportunities Vivienne Sze Yu-hsin Chen Joel S. Einer Amr Suleiman Zhengdong Zhang 22 77 0 22 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Simple Black-Box Adversarial Perturbations for Deep Networks Nina Narodytska S. Kasiviswanathan AAML 19 237 0 19 Dec 2016
Boosting Neural Machine Translation Dakun Zhang Jungi Kim Josep Crego Jean Senellart AI4CE 23 26 0 19 Dec 2016
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert 24 311 0 16 Dec 2016
On the Potential of Simple Framewise Approaches to Piano Transcription Rainer Kelz Matthias Dorfer Filip Korzeniowski Sebastian Böck A. Arzt Gerhard Widmer 32 124 0 15 Dec 2016
A Fully Convolutional Deep Auditory Model for Musical Chord Recognition Filip Korzeniowski Gerhard Widmer 24 81 0 15 Dec 2016
Towards Score Following in Sheet Music Images Matthias Dorfer A. Arzt Gerhard Widmer 21 49 0 15 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 59 699 0 14 Dec 2016
An empirical analysis of the optimization of deep network loss surfaces Daniel Jiwoong Im Michael Tao K. Branson ODL 35 61 0 13 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 23 70 0 10 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 41 222 0 08 Dec 2016
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker James H. Cole Rudra P. K. Poudel Dimosthenis Tsagkrasoulis M. Caan C. Steves T. Spector Giovanni Montana 20 691 0 08 Dec 2016
AGA: Attribute Guided Augmentation Mandar Dixit Roland Kwitt Marc Niethammer Nuno Vasconcelos GAN 28 100 0 08 Dec 2016
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 36 1,451 0 07 Dec 2016
Learning Diverse Image Colorization Aditya Deshpande Jiajun Lu Mao-Chuang Yeh Min Jin Chong David A. Forsyth GAN 19 192 0 06 Dec 2016
Correlation Alignment for Unsupervised Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 15 395 0 06 Dec 2016
Video Ladder Networks Francesco Cricri Xingyang Ni Mikko Honkala Emre B. Aksu Moncef Gabbouj 33 27 0 06 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016