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 / 11,264 papers shown

Title
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification S. H. Shabbeer Basha Soumen Ghosh Kancharagunta Kishan Babu S. Dubey Viswanath Pulabaigari Snehasis Mukherjee 100 55 0 30 Sep 2018
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse Sangkug Lym Armand Behroozi W. Wen Ge Li Yongkee Kwon M. Erez 41 26 0 30 Sep 2018
Directional Analysis of Stochastic Gradient Descent via von Mises-Fisher Distributions in Deep learning Cheolhyoung Lee Kyunghyun Cho Wanmo Kang 68 8 0 29 Sep 2018
Predicting the Generalization Gap in Deep Networks with Margin Distributions Yiding Jiang Dilip Krishnan H. Mobahi Samy Bengio UQCV 105 199 0 28 Sep 2018
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout Kun Wan Boyuan Feng Lingwei Xie Yufei Ding 58 11 0 28 Sep 2018
Adversarial Attacks and Defences: A Survey Anirban Chakraborty Manaar Alam Vishal Dey Anupam Chattopadhyay Debdeep Mukhopadhyay AAML OOD 148 684 0 28 Sep 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration Jacob R. Gardner Geoff Pleiss D. Bindel Kilian Q. Weinberger A. Wilson GP 191 1,106 0 28 Sep 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 302 5,417 0 28 Sep 2018
Learning Recurrent Binary/Ternary Weights A. Ardakani Zhengyun Ji S. C. Smithson B. Meyer W. Gross MQ 67 28 0 28 Sep 2018
Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems Graham Gobieski Nathan Beckmann Brandon Lucia 67 207 0 28 Sep 2018
Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera using Deep Residual Networks Seongjong Song Hyunjung Shim 59 9 0 28 Sep 2018
Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences Seonguk Seo Paul Hongsuck Seo Bohyung Han FedML UQCV BDL 176 76 0 28 Sep 2018
Semantic Segmentation for Urban Planning Maps based on U-Net Zhiling Guo Hiroaki Shengoku Guangming Wu Qi Chen W. Yuan Xiaodan Shi Xiaowei Shao Yongwei Xu Ryosuke Shibasaki 47 32 0 28 Sep 2018
A theoretical framework for deep locally connected ReLU network Yuandong Tian PINN 64 10 0 28 Sep 2018
A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head S. Devalla Giridhar Subramanian T. Pham Xiaofei Wang S. Perera T. A. Tun Tin Aung L. Schmetterer Alexandre Hoang Thiery M. Girard 65 92 0 27 Sep 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Hyunjin Park Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 138 797 0 27 Sep 2018
No New-Net Hyunjin Park Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 109 400 0 27 Sep 2018
Learning to Train a Binary Neural Network Joseph Bethge Haojin Yang Christian Bartz Christoph Meinel MQ 50 12 0 27 Sep 2018
Compressing the Input for CNNs with the First-Order Scattering Transform Edouard Oyallon Eugene Belilovsky Sergey Zagoruyko Michal Valko 76 25 0 27 Sep 2018
Batch-normalized Recurrent Highway Networks Chi Zhang Thang Nguyen Shagan Sah R. Ptucha A. Loui C. Salvaggio 106 8 0 26 Sep 2018
Automatic Dataset Annotation to Learn CNN Pore Description for Fingerprint Recognition Gabriel Dahia Maurício Pamplona Segundo CVBM 45 5 0 26 Sep 2018
WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networks Kou Tanaka Takuhiro Kaneko Nobukatsu Hojo Hirokazu Kameoka 91 43 0 25 Sep 2018
The jamming transition as a paradigm to understand the loss landscape of deep neural networks Mario Geiger S. Spigler Stéphane dÁscoli Levent Sagun Marco Baity-Jesi Giulio Biroli Matthieu Wyart 108 143 0 25 Sep 2018
Utilizing Class Information for Deep Network Representation Shaping Daeyoung Choi Wonjong Rhee 36 2 0 25 Sep 2018
Satellite Imagery Multiscale Rapid Detection with Windowed Networks A. V. Etten ObjD 62 62 0 25 Sep 2018
Object Detection from Scratch with Deep Supervision Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 103 79 0 25 Sep 2018
Covfefe: A Computer Vision Approach For Estimating Force Exertion Vaneet Aggarwal H. Asadi Mayank Gupta Jae Joong Lee Denny Yu CVBM 27 1 0 25 Sep 2018
Low Precision Policy Distillation with Application to Low-Power, Real-time Sensation-Cognition-Action Loop with Neuromorphic Computing J. McKinstry D. Barch Deepika Bablani M. DeBole S. K. Esser J. Kusnitz John V. Arthur D. Modha OffRL 85 5 0 25 Sep 2018
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function W. Tarnowski P. Warchol Stanislaw Jastrzebski Jacek Tabor M. Nowak 67 38 0 24 Sep 2018
MobileFace: 3D Face Reconstruction with Efficient CNN Regression N. Chinaev A. Chigorin Ivan Laptev CVBM 3DH 70 29 0 24 Sep 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 88 195 0 24 Sep 2018
Learning to Read by Spelling: Towards Unsupervised Text Recognition Ankush Gupta Andrea Vedaldi Andrew Zisserman SSL 95 22 0 23 Sep 2018
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 59 37 0 23 Sep 2018
Bounding Box Regression with Uncertainty for Accurate Object Detection Yihui He Chenchen Zhu Jianren Wang Marios Savvides Xinming Zhang ObjD 103 471 0 23 Sep 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 76 625 0 22 Sep 2018
Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning J. Schwabedal D. Sippel M. Brandt Stephan Bialonski 31 12 0 22 Sep 2018
Focus On What's Important: Self-Attention Model for Human Pose Estimation Guanxiong Sun Chengqin Ye Kuanquan Wang 3DH 30 1 0 22 Sep 2018
Deep HMResNet Model for Human Activity-Aware Robotic Systems Hazem Abdelkawy Naouel Ayari A. Chibani Y. Amirat Ferhat Attal HAI 52 2 0 20 Sep 2018
Machine Learning for semi linear PDEs Quentin Chan-Wai-Nam Joseph Mikael X. Warin ODL 106 113 0 20 Sep 2018
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn R. Interdonato Dino Ienco R. Gaetano K. Ose AI4TS 73 145 0 20 Sep 2018
A Fast and Accurate System for Face Detection, Identification, and Verification Rajeev Ranjan Ankan Bansal Jingxiao Zheng Hongyu Xu Joshua Gleason Boyu Lu Anirudh Nanduri Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 127 144 0 20 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 236 1,799 0 20 Sep 2018
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images Chengsheng Mao Yiheng Pan Zexian Zeng Liang Yao Yuan Luo MedIm 71 33 0 20 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,405 0 19 Sep 2018
Music Mood Detection Based On Audio And Lyrics With Deep Neural Net Rémi Delbouys Romain Hennequin Francesco Piccoli Jimena Royo-Letelier Manuel Moussallam 61 85 0 19 Sep 2018
3D Human Pose Estimation with Siamese Equivariant Embedding M. Véges Viktor Varga András Lőrincz 83 29 0 19 Sep 2018
Capacity Control of ReLU Neural Networks by Basis-path Norm Shuxin Zheng Qi Meng Huishuai Zhang Wei-neng Chen Nenghai Yu Tie-Yan Liu 67 23 0 19 Sep 2018
Removing the Feature Correlation Effect of Multiplicative Noise Zijun Zhang Yining Zhang Zongpeng Li 66 8 0 19 Sep 2018
3D segmentation of mandible from multisectional CT scans by convolutional neural networks Bingjiang Qiu Jiapan Guo J. Kraeima R. Borra M. Witjes P. V. van Ooijen 25 9 0 18 Sep 2018
Neural Network Decoders for Large-Distance 2D Toric Codes Xiaotong Ni 55 45 0 18 Sep 2018