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 / 11,282 papers shown

Title
Large-scale detection and categorization of oil spills from SAR images with deep learning F. Bianchi M. M. Espeseth N. Borch 31 70 0 24 Jun 2020
When Do Neural Networks Outperform Kernel Methods? Behrooz Ghorbani Song Mei Theodor Misiakiewicz Andrea Montanari 137 189 0 24 Jun 2020
Spherical Perspective on Learning with Normalization Layers Simon Roburin Yann de Mont-Marin Andrei Bursuc Renaud Marlet P. Pérez Mathieu Aubry 63 6 0 23 Jun 2020
Rescaling Egocentric Vision Dima Damen Hazel Doughty G. Farinella Antonino Furnari Evangelos Kazakos ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 182 471 0 23 Jun 2020
Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors Karl Pertsch Oleh Rybkin F. Ebert Chelsea Finn Dinesh Jayaraman Sergey Levine 89 73 0 23 Jun 2020
Facing the Hard Problems in FGVC Connor Anderson M. Gwilliam Adam Teuscher Andrew Merrill Ryan Farrell 48 5 1 23 Jun 2020
Calibrated Adversarial Refinement for Stochastic Semantic Segmentation Elias Kassapis G. Dikov D. K. Gupta C. Nugteren 92 17 0 23 Jun 2020
Automatic Data Augmentation for Generalization in Deep Reinforcement Learning Roberta Raileanu M. Goldstein Denis Yarats Ilya Kostrikov Rob Fergus OffRL 65 110 0 23 Jun 2020
PoseGAN: A Pose-to-Image Translation Framework for Camera Localization Kanglin Liu Qing Li Guoping Qiu GAN 60 19 0 23 Jun 2020
Lessons Learned from Designing an AI-Enabled Diagnosis Tool for Pathologists H. Gu Jingbin Huang Lauren Hung Xiang Ánthony' Chen 104 51 0 23 Jun 2020
AFDet: Anchor Free One Stage 3D Object Detection Runzhou Ge Zhuangzhuang Ding Yihan Hu Yu Wang Sijia Chen Li Huang Yuan Li 3DPC 111 111 0 23 Jun 2020
Convolutional-network models to predict wall-bounded turbulence from wall quantities L. Guastoni A. Güemes A. Ianiro S. Discetti P. Schlatter Hossein Azizpour R. Vinuesa 60 169 0 22 Jun 2020
Revisiting Loss Modelling for Unstructured Pruning César Laurent Camille Ballas Thomas George Nicolas Ballas Pascal Vincent 76 14 0 22 Jun 2020
Facial Expression Editing with Continuous Emotion Labels Alexandra Lindt Pablo V. A. Barros Henrique Siqueira S. Wermter CVBM 79 29 0 22 Jun 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer Jinming Cao Yangyan Li Mingchao Sun Ying-Cong Chen Dani Lischinski Daniel Cohen-Or Baoquan Chen Changhe Tu OOD 101 173 0 22 Jun 2020
Self-Knowledge Distillation with Progressive Refinement of Targets Kyungyul Kim Byeongmoon Ji Doyoung Yoon Sangheum Hwang ODL 93 184 0 22 Jun 2020
Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent Mehdi Abbana Bennani Thang Doan Masashi Sugiyama CLL 141 65 0 21 Jun 2020
Gradient-EM Bayesian Meta-learning Yayi Zou Xiaoqi Lu BDL 103 15 0 21 Jun 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang SSeg 123 34 0 21 Jun 2020
To Explain or Not to Explain: A Study on the Necessity of Explanations for Autonomous Vehicles Yuan-Chung Shen Shanduojiao Jiang Yanlin Chen Katie Driggs Campbell 82 42 0 21 Jun 2020
Towards Understanding Label Smoothing Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Rong Jin UQCV 55 42 0 20 Jun 2020
Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Jiankang Deng Yannis Panagakis Stefanos Zafeiriou 93 94 0 20 Jun 2020
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss Mahmoud Daif Shunsuke Kitada Hitoshi Iyatomi VLM 53 3 0 20 Jun 2020
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao 70 198 0 20 Jun 2020
Predicting Temporal Sets with Deep Neural Networks Le Yu Leilei Sun Bowen Du Chuanren Liu Hui Xiong Weifeng Lv 89 45 0 20 Jun 2020
Center-based 3D Object Detection and Tracking Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 131 1,624 0 19 Jun 2020
Abstract Diagrammatic Reasoning with Multiplex Graph Networks Duo Wang M. Jamnik Pietro Lio 60 66 0 19 Jun 2020
A general framework for defining and optimizing robustness Alessandro Tibo M. Jaeger Kim G. Larsen 31 0 0 19 Jun 2020
Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift Zachary Nado Shreyas Padhy D. Sculley Alexander DÁmour Balaji Lakshminarayanan Jasper Snoek OOD AI4TS 149 251 0 19 Jun 2020
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19 Manu Siddhartha Avik Santra 52 44 0 19 Jun 2020
Sparse GPU Kernels for Deep Learning Trevor Gale Matei A. Zaharia C. Young Erich Elsen 99 234 0 18 Jun 2020
CoinPolice:Detecting Hidden Cryptojacking Attacks with Neural Networks I. Petrov Luca Invernizzi Elie Bursztein 126 16 0 18 Jun 2020
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function Thomio Watanabe D. Wolf 74 23 0 18 Jun 2020
Spin-Weighted Spherical CNNs Carlos Esteves A. Makadia Kostas Daniilidis 106 70 0 18 Jun 2020
Tent: Fully Test-time Adaptation by Entropy Minimization Dequan Wang Evan Shelhamer Shaoteng Liu Bruno A. Olshausen Trevor Darrell OOD 142 53 0 18 Jun 2020
STEER: Simple Temporal Regularization For Neural ODEs Arna Ghosh Harkirat Singh Behl Emilien Dupont Philip Torr Vinay P. Namboodiri BDL AI4TS 104 75 0 18 Jun 2020
Set Distribution Networks: a Generative Model for Sets of Images Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Carlos Guestrin J. Susskind GAN 56 2 0 18 Jun 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 97 554 0 18 Jun 2020
What Do Neural Networks Learn When Trained With Random Labels? Hartmut Maennel Ibrahim Alabdulmohsin Ilya O. Tolstikhin R. Baldock Olivier Bousquet Sylvain Gelly Daniel Keysers FedML 171 90 0 18 Jun 2020
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Zhiyu Zhu Xianqiang Lyu Jie Chen Huanqiang Zeng Jiantao Zhou SupR 85 73 0 18 Jun 2020
Progressively Unfreezing Perceptual GAN Jinxuan Sun Yang Chen Junyu Dong G. Zhong GAN 69 1 0 18 Jun 2020
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss Yurun Tian Axel Barroso Laguna Tony Ng Vassileios Balntas K. Mikolajczyk 142 5 0 17 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 147 478 0 17 Jun 2020
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation and Augmentation D. Lu N. Polomac Iskra Gacheva E. Hattingen Jochen Triesch 42 19 0 17 Jun 2020
Contrastive Learning for Weakly Supervised Phrase Grounding Tanmay Gupta Arash Vahdat Gal Chechik Xiaodong Yang Jan Kautz Derek Hoiem ObjD SSL 182 144 0 17 Jun 2020
Neural Ordinary Differential Equation Control of Dynamics on Graphs Thomas Asikis Lucas Böttcher Nino Antulov-Fantulin 101 44 0 17 Jun 2020
Neural Anisotropy Directions Guillermo Ortiz-Jiménez Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli P. Frossard 107 16 0 17 Jun 2020
Cross-Correlated Attention Networks for Person Re-Identification Jieming Zhou S. Roy Pengfei Fang Mehrtash Harandi L. Petersson 56 16 0 17 Jun 2020
Data Driven Control with Learned Dynamics: Model-Based versus Model-Free Approach Wenjian Hao Yiqiang Han 45 6 0 16 Jun 2020
Gradient Amplification: An efficient way to train deep neural networks S. Basodi Chunyan Ji Haiping Zhang Yi Pan ODL 55 116 0 16 Jun 2020