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 / 11,269 papers shown

Title
Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation Daniel Weber C. Gühmann Thomas Seel 37 35 0 14 May 2020
ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network David Gschwend 55 64 0 14 May 2020
Dense-Resolution Network for Point Cloud Classification and Segmentation Shi Qiu Saeed Anwar Nick Barnes 3DPC 66 95 0 14 May 2020
Multiple Attentional Pyramid Networks for Chinese Herbal Recognition Yingxue Xu Guihua Wen Yang Hu Mingnan Luo Dan Dai Y. Zhuang Wendy Hall 42 36 0 13 May 2020
Deep Learning Convective Flow Using Conditional Generative Adversarial Networks C. Jiang A. Farimani GAN AI4CE 45 8 0 13 May 2020
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation Yi-Chen Chen Jui-Yang Hsu Cheng-Kuang Lee Hung-yi Lee 74 32 0 13 May 2020
The effect of Target Normalization and Momentum on Dying ReLU Isac Arnekvist J. Carvalho Danica Kragic J. A. Stork 57 17 0 13 May 2020
Attribute-guided Feature Extraction and Augmentation Robust Learning for Vehicle Re-identification Chaoran Zhuge Yujie Peng Yadong Li Jiangbo Ai Junru Chen 56 14 0 13 May 2020
Deep Learning for Wireless Communications T. Erpek Tim O'Shea Y. Sagduyu Yi Shi T. Clancy 92 138 0 12 May 2020
Infant Crying Detection in Real-World Environments X. Yao Megan Micheletti Mckensey Johnson Edison Thomaz K. D. Barbaro 57 25 0 12 May 2020
Flight Time Prediction for Fuel Loading Decisions with a Deep Learning Approach Xinting Zhu Lishuai Li 19 33 0 12 May 2020
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning Jie Lei Liwei Wang Yelong Shen Dong Yu Tamara L. Berg Joey Tianyi Zhou 74 191 0 11 May 2020
Deep-Learning-based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images Adel Ammar Anis Koubaa 135 61 0 11 May 2020
A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme ELM AILaw 81 69 0 11 May 2020
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence Junsoo Lee Eungyeup Kim Yunsung Lee Dongjun Kim Jaehyuk Chang Jaegul Choo DiffM 140 154 0 11 May 2020
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis Stefano Cerri Oula Puonti D. Meier J. Wuerfel Mark Muhlau H. Siebner Koen van Leemput 46 102 0 11 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 65 16 0 11 May 2020
Gleason Score Prediction using Deep Learning in Tissue Microarray Image Yi-hong Zhang Jing Zhang Yang Song Yaxin Peng Guang Yang 29 6 0 11 May 2020
Celeganser: Automated Analysis of Nematode Morphology and Age Linfeng Wang Shu Kong Zachary Pincus Charless C. Fowlkes 46 13 0 11 May 2020
Normalized Convolutional Neural Network Dongsuk Kim Geonhee Lee Myungjae Lee S. Kang Dongmin Kim 160 1 0 11 May 2020
An Integrated Enhancement Solution for 24-hour Colorful Imaging Feifan Lv Yinqiang Zheng Yicheng Li Feng Lu 97 19 0 10 May 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 88 161 0 10 May 2020
RUHSNet: 3D Object Detection Using Lidar Data in Real Time Abhinav Sagar 3DPC 31 0 0 09 May 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 214 383 0 09 May 2020
Measuring the Algorithmic Efficiency of Neural Networks Danny Hernandez Tom B. Brown 291 97 0 08 May 2020
Sherpa: Robust Hyperparameter Optimization for Machine Learning L. Hertel Julian Collado Peter Sadowski J. Ott Pierre Baldi 128 106 0 08 May 2020
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving Zhenpei Yang Yuning Chai Dragomir Anguelov Yin Zhou Pei Sun D. Erhan Sean M. Rafferty Henrik Kretzschmar 65 101 0 08 May 2020
Blind Backdoors in Deep Learning Models Eugene Bagdasaryan Vitaly Shmatikov AAML FedML SILM 167 311 0 08 May 2020
Federated Generative Adversarial Learning Chenyou Fan Ping Liu GAN FedML 131 40 0 07 May 2020
Modeling Human Visual Search Performance on Realistic Webpages Using Analytical and Deep Learning Methods Arianna Yuan Yongqian Li HAI 56 25 0 07 May 2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng 88 32 0 07 May 2020
Efficient Exact Verification of Binarized Neural Networks Kai Jia Martin Rinard AAML MQ 48 59 0 07 May 2020
How Can CNNs Use Image Position for Segmentation? Rito Murase Masanori Suganuma Takayuki Okatani SSeg 53 14 0 07 May 2020
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context Wei Han Zhengdong Zhang Yu Zhang Jiahui Yu Chung-Cheng Chiu James Qin Anmol Gulati Ruoming Pang Yonghui Wu 112 264 0 07 May 2020
Attentive Semantic Exploring for Manipulated Face Detection Zehao Chen Hua Yang CVBM 71 23 0 06 May 2020
Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet) Chen-Han Tsai N. Kiryati Eli Konen I. Eshed Arnaldo Mayer MedIm 57 34 0 06 May 2020
Dependency Aware Filter Pruning Kai Zhao Xinyu Zhang Qi Han Ming-Ming Cheng 28 3 0 06 May 2020
Multi-interactive Dual-decoder for RGB-thermal Salient Object Detection Zhengzheng Tu Zhun Li Chenglong Li Yang Lang Jin Tang 97 170 0 05 May 2020
Multi-task pre-training of deep neural networks for digital pathology Romain Mormont Pierre Geurts R. Marée 30 52 0 05 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re Dorin Comaniciu 87 18 0 05 May 2020
Interpreting Rate-Distortion of Variational Autoencoder and Using Model Uncertainty for Anomaly Detection Seonho Park George Adosoglou P. Pardalos DRL UQCV 105 17 0 05 May 2020
Data Augmentation for Hypernymy Detection Thomas Kober Julie Weeds Lorenzo Bertolini David J. Weir 97 19 0 04 May 2020
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation Nitin Rathi G. Srinivasan Priyadarshini Panda Kaushik Roy 185 306 0 04 May 2020
Group Equivariant Generative Adversarial Networks Neel Dey Antong Chen S. Ghafurian GAN 94 33 0 04 May 2020
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video Antonino Furnari G. Farinella EgoV 66 141 0 04 May 2020
NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee 107 32 0 04 May 2020
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs Sven Weinzierl Sandra Zilker Jens Brunk Kate Revoredo A. Nguyen Martin Matzner Jörg Becker Björn Eskofier 41 19 0 03 May 2020
NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results Peng Sun Shuhang Gu Radu Timofte Taizhang Shang Qiuju Dai ... Huanrong Zhang Jeongki Min S. HrishikeshP. Densen Puthussery V. JijiC. SupR 157 50 0 03 May 2020
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network Moktari Mostofa Syeda Nyma Ferdous B. Riggan Nasser M. Nasrabadi SupR 57 39 0 03 May 2020
An Information-theoretic Visual Analysis Framework for Convolutional Neural Networks Jingyi Shen Han-Wei Shen FAtt HAI 15 1 0 02 May 2020