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 / 11,294 papers shown

Title
Flight-connection Prediction for Airline Crew Scheduling to Construct Initial Clusters for OR Optimizer Yassine Yaakoubi F. Soumis Simon Lacoste-Julien 70 9 0 26 Sep 2020
Locally orderless tensor networks for classifying two- and three-dimensional medical images Raghavendra Selvan S. Orting Erik Dam 111 6 0 25 Sep 2020
Tarsier: Evolving Noise Injection in Super-Resolution GANs Baptiste Roziere Nathanal Carraz Rakotonirina Vlad Hosu Andry Rasoanaivo Hanhe Lin Camille Couprie O. Teytaud 89 6 0 25 Sep 2020
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training Shunsuke Kitada Hitoshi Iyatomi OOD AAML 49 26 0 25 Sep 2020
Going to Extremes: Weakly Supervised Medical Image Segmentation H. Roth Ke Wang Ziyue Xu Xiaosong Wang Daguang Xu 65 63 0 25 Sep 2020
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays N. K. Chowdhury M. A. Kabir Md. Muhtadir Rahman Noortaz Rezoana 64 58 0 24 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 116 50 0 24 Sep 2020
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging Fangshu Yang Thanh-an Michel Pham N. Brandenberg Matthias Lütolf Jianwei Ma M. Unser 36 35 0 24 Sep 2020
Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective Hongwei Zhang Tijin Yan Zenjun Xie Yuanqing Xia Yuan Zhang GNN 81 24 0 24 Sep 2020
Fair Meta-Learning For Few-Shot Classification Chengli Zhao Changbin Li Jincheng Li Feng Chen FaML 65 26 0 23 Sep 2020
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset Sylvain Guy Stéphane Lathuilière Pablo Mesejo Radu Horaud 62 11 0 23 Sep 2020
Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer Zeynep Gürler Ahmed Nebli I. Rekik OOD AAML MedIm 55 14 0 23 Sep 2020
Procrustes: a Dataflow and Accelerator for Sparse Deep Neural Network Training Dingqing Yang Amin Ghasemazar X. Ren Maximilian Golub G. Lemieux Mieszko Lis 71 49 0 23 Sep 2020
CLASS: Cross-Level Attention and Supervision for Salient Objects Detection Lv Tang Yue Liu 83 21 0 23 Sep 2020
Pruning Convolutional Filters using Batch Bridgeout Najeeb Khan Ian Stavness 47 3 0 23 Sep 2020
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time Ferran Alet Maria Bauza Kenji Kawaguchi Nurullah Giray Kuru Tomas Lozano-Perez L. Kaelbling AI4CE 115 16 0 22 Sep 2020
Detection Of Concrete Cracks using Dual-channel Deep Convolutional Network B. Kumar Sayantari Ghosh 20 11 0 22 Sep 2020
Deep N-ary Error Correcting Output Codes Hao Zhang Qiufeng Wang Tianying Wang Ivor W. Tsang Rick Siow Mong Goh 20 2 0 22 Sep 2020
Inter-database validation of a deep learning approach for automatic sleep scoring D. Álvarez-Estévez R. Rijsman 132 47 0 22 Sep 2020
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization Hannah Kerner R. Sahajpal S. Skakun I. Becker-Reshef B. Barker M. Hosseini E. Puricelli Patrick Gray 40 11 0 21 Sep 2020
Beyond Identity: What Information Is Stored in Biometric Face Templates? Philipp Terhörst Daniel Fahrmann Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 49 32 0 21 Sep 2020
Latent State Inference in a Spatiotemporal Generative Model Matthias Karlbauer Tobias Menge S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz 47 1 0 21 Sep 2020
Batch Coherence-Driven Network for Part-aware Person Re-Identification Kan Wang Pengfei Wang Changxing Ding Dacheng Tao 97 23 0 21 Sep 2020
End-to-End Bengali Speech Recognition S. Mandal Sarthak Yadav A. Rai 41 5 0 21 Sep 2020
VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware Andrew Or Haoyu Zhang M. Freedman 73 10 0 20 Sep 2020
Learning Soft Labels via Meta Learning Nidhi Vyas Shreyas Saxena T. Voice NoLa 88 30 0 20 Sep 2020
Deep Reinforcement Learning for Closed-Loop Blood Glucose Control Ian Fox Joyce M. Lee R. Pop-Busui Jenna Wiens BDL OffRL 73 52 0 18 Sep 2020
Encoding Robustness to Image Style via Adversarial Feature Perturbations Manli Shu Zuxuan Wu Micah Goldblum Tom Goldstein AAML OOD 75 19 0 18 Sep 2020
Searching for Low-Bit Weights in Quantized Neural Networks Zhaohui Yang Yunhe Wang Kai Han Chunjing Xu Chao Xu Dacheng Tao Chang Xu MQ 105 88 0 18 Sep 2020
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement S. Iizuka E. Simo-Serra 155 39 0 18 Sep 2020
Conditional Image Generation with One-Vs-All Classifier Xiangrui Xu Yaqin Li Cao Yuan VLM GAN 52 12 0 18 Sep 2020
Face Sketch Synthesis with Style Transfer using Pyramid Column Feature Chaofeng Chen Xiao Tan Kwan-Yee K. Wong CVBM 77 31 0 18 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 203 80 0 17 Sep 2020
Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection S. Thakur Jiju Peethambaran 3DPC 3DH 58 8 0 17 Sep 2020
Indoor environment data time-series reconstruction using autoencoder neural networks Antonio Liguori Romana Markovic Thi Thu Ha Dam J. Frisch C. Treeck F. Causone AI4CE 23 37 0 17 Sep 2020
Deep-Learning Based Blind Recognition of Channel Code Parameters over Candidate Sets under AWGN and Multi-Path Fading Conditions Sepehr Dehdashtian Matin Hashemi Saber Salehkaleybar 20 23 0 16 Sep 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 80 167 0 15 Sep 2020
Learning a Single Model with a Wide Range of Quality Factors for JPEG Image Artifacts Removal Jianwei Li Yongtao Wang Haihua Xie K. Ma 71 41 0 15 Sep 2020
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation Haisheng Su Weihao Gan Wei Wu Yu Qiao Junjie Yan 152 125 0 15 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 88 116 0 14 Sep 2020
Synbols: Probing Learning Algorithms with Synthetic Datasets Alexandre Lacoste Pau Rodríguez Frederic Branchaud-Charron Parmida Atighehchian Massimo Caccia I. Laradji Alexandre Drouin Matt Craddock Laurent Charlin David Vázquez 81 14 0 14 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 81 42 0 14 Sep 2020
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation Hang Zhang Jinwei Zhang Rongguang Wang Qihao Zhang P. Spincemaille Thanh D. Nguyen Yi Wang MedIm 46 19 0 13 Sep 2020
Manifold attack K. Tran Fred-Maurice Ngole-Mboula Jean-Luc Starck AAML OOD 28 0 0 13 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 111 155 0 12 Sep 2020
A Progressive Sub-Network Searching Framework for Dynamic Inference Li Yang Zhezhi He Yu Cao Deliang Fan AI4CE 41 6 0 11 Sep 2020
On Multitask Loss Function for Audio Event Detection and Localization Huy P Phan L. D. Pham P. Koch Ngoc Q. K. Duong Ian Mcloughlin Alfred Mertins 87 14 0 11 Sep 2020
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang Aozhi Liu Jing Xiao P. Taylor 85 23 0 11 Sep 2020
Efficient Privacy-Preserving Computation Based on Additive Secret Sharing Lizhi Xiong Wenhao Zhou Zhihua Xia Qi Gu J. Weng 32 18 0 11 Sep 2020
Defending Against Multiple and Unforeseen Adversarial Videos Shao-Yuan Lo Vishal M. Patel AAML 81 24 0 11 Sep 2020