v1v2v3 (latest)

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

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

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

50 / 11,209 papers shown

Title
Spatio-Temporal Attention Pooling for Audio Scene Classification Huy P Phan Oliver Y. Chén L. D. Pham P. Koch M. D. Vos Ian Mcloughlin Alfred Mertins 65 26 0 06 Apr 2019
Taco-VC: A Single Speaker Tacotron based Voice Conversion with Limited Data Roee Levy Leshem Raja Giryes 105 8 0 06 Apr 2019
Instance-Level Meta Normalization Songhao Jia Ding-Jie Chen Hwann-Tzong Chen 57 20 0 06 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 0 06 Apr 2019
Iterative Normalization: Beyond Standardization towards Efficient Whitening Lei Huang Yi Zhou Fan Zhu Li Liu Ling Shao 87 145 0 06 Apr 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serrà Antonio Bonafonte Yoshua Bengio SSL 129 251 0 06 Apr 2019
Effective and Efficient Dropout for Deep Convolutional Neural Networks Shaofeng Cai Jinyang Gao Gang Chen Beng Chin Ooi Wei Wang Meihui Zhang BDL 116 53 0 06 Apr 2019
Progressive Pose Attention Transfer for Person Image Generation Zhen Zhu Tengteng Huang Baoguang Shi Miao Yu Bofei Wang X. Bai GAN 103 315 0 06 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 112 515 0 06 Apr 2019
Artificial Intelligence for Pediatric Ophthalmology J. Reid Eric Eaton 47 62 0 06 Apr 2019
Jasper: An End-to-End Convolutional Neural Acoustic Model Jason Chun Lok Li Vitaly Lavrukhin Boris Ginsburg Ryan Leary Oleksii Kuchaiev Jonathan M. Cohen Huyen Nguyen R. Gadde DRL VLM AuLLM 79 265 0 05 Apr 2019
Spatial Shortcut Network for Human Pose Estimation Te Qi Bayram Bayramli Usman Ali Qinchuan Zhang Hongtao Lu 3DH 38 3 0 05 Apr 2019
Eigenvalue distribution of nonlinear models of random matrices L. Benigni Sandrine Péché 86 27 0 05 Apr 2019
CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against Rumors Ipek Baris Lukas Schmelzeisen Steffen Staab 24 15 0 05 Apr 2019
Regularizing Activation Distribution for Training Binarized Deep Networks Ruizhou Ding Ting-Wu Chin Z. Liu Diana Marculescu MQ 69 149 0 04 Apr 2019
Blind Visual Motif Removal from a Single Image Amir Hertz Sharon Fogel Rana Hanocka Raja Giryes Daniel Cohen-Or DiffM 123 32 0 04 Apr 2019
Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection Dong Gong Lingqiao Liu Vuong Le Budhaditya Saha M. Mansour Svetha Venkatesh Anton Van Den Hengel UQCV 93 1,275 0 04 Apr 2019
Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling P. Wang William Yang Wang DRL 97 27 0 04 Apr 2019
Spatiotemporal CNN for Video Object Segmentation Kai Xu Longyin Wen Guorong Li Liefeng Bo Qingming Huang VOS 74 86 0 04 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 75 153 0 03 Apr 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Shaozi Li Shaozi Li Yi Yang OOD 124 565 0 03 Apr 2019
A Comprehensive Overhaul of Feature Distillation Byeongho Heo Jeesoo Kim Sangdoo Yun Hyojin Park Nojun Kwak J. Choi 139 587 0 03 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 147 19 0 03 Apr 2019
SFNet: Learning Object-aware Semantic Correspondence Junghyup Lee Dohyung Kim Jean Ponce Bumsub Ham 3DPC 90 141 0 03 Apr 2019
GFF: Gated Fully Fusion for Semantic Segmentation Xiangtai Li Houlong Zhao Lei Han Yunhai Tong Kuiyuan Yang 78 196 0 03 Apr 2019
Image Generation From Small Datasets via Batch Statistics Adaptation Atsuhiro Noguchi Tatsuya Harada 112 202 0 03 Apr 2019
Improving Noise Tolerance of Mixed-Signal Neural Networks M. Klachko M. Mahmoodi D. Strukov 39 29 0 02 Apr 2019
Activity Driven Weakly Supervised Object Detection Zhenheng Yang D. Mahajan Deepti Ghadiyaram Ram Nevatia Vignesh Ramanathan WSOD 68 32 0 02 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 66 15 0 02 Apr 2019
Exploring Randomly Wired Neural Networks for Image Recognition Saining Xie Alexander Kirillov Ross B. Girshick Kaiming He 93 365 0 02 Apr 2019
Semantics Disentangling for Text-to-Image Generation Guojun Yin Bin Liu Lu Sheng Nenghai Yu Xiaogang Wang Jing Shao 74 184 0 02 Apr 2019
Operation-aware Neural Networks for User Response Prediction Yi Yang Baile Xu S. Furao Jian Zhao 46 70 0 02 Apr 2019
Non-Rigid Point Set Registration Networks Lingjing Wang Jianchun Chen Xiang Li Yi Fang 3DPC 63 39 0 02 Apr 2019
Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset Martin Mundt Sagnik Majumder S. Murali P. Panetsos Visvanathan Ramesh 28 106 0 02 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 81 154 0 02 Apr 2019
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents Christian Rupprecht Cyril Ibrahim C. Pal 96 32 0 02 Apr 2019
CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification Guillaume Delorme Yihong Xu Stéphane Lathuilière Radu Horaud Xavier Alameda-Pineda GAN 47 10 0 02 Apr 2019
A PCA-like Autoencoder Saïd Ladjal A. Newson Chi-Hieu Pham 68 33 0 02 Apr 2019
Automatic diagnosis of the 12-lead ECG using a deep neural network Antônio H. Ribeiro Manoel Horta Ribeiro Gabriela M. M. Paixão D. Oliveira P. R. Gomes ... Carl R. Andersson P. Macfarlane W. Meira Jr. Thomas B. Schon A. L. Ribeiro 85 671 0 02 Apr 2019
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 3DH 104 446 0 02 Apr 2019
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality Chloe LeGendre Wan-Chun Ma Graham Fyffe John Flynn Laurent Charbonnel Jay Busch P. Debevec 65 124 0 02 Apr 2019
Surgical Gesture Recognition with Optical Flow only Duygu Sarikaya Pierre Jannin 76 19 0 01 Apr 2019
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data A. Kofler M. Dewey T. Schaeffter Christian Wald C. Kolbitsch 3DPC 67 75 0 01 Apr 2019
Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses Yingwei Li S. Bai Cihang Xie Zhenyu A. Liao Xiaohui Shen Alan Yuille AAML 150 51 0 01 Apr 2019
Dance with Flow: Two-in-One Stream Action Detection Jiaojiao Zhao Cees G. M. Snoek 112 84 0 01 Apr 2019
Harvesting Visual Objects from Internet Images via Deep Learning Based Objectness Assessment Kan Wu Guanbin Li Haofeng Li Jianjun Zhang Yizhou Yu 24 0 0 01 Apr 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Kaixuan Wei Jiaolong Yang Ying Fu David Wipf Hua Huang 114 152 0 01 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 155 1,359 0 01 Apr 2019
Machine Vision for Natural Gas Methane Emissions Detection Using an Infrared Camera Jingfan Wang Lyne P. Tchapmi A. Ravikumar M. McGuire Clay S. Bell D. Zimmerle Silvio Savarese A. Brandt 45 104 0 01 Apr 2019
Deep Learning in steganography and steganalysis from 2015 to 2018 Marc Chaumont 56 48 0 31 Mar 2019