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

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

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

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Title
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 354 3,032 0 09 Jun 2020
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An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 139 303 0 09 Jun 2020
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Reposing Humans by Warping 3D Features Markus Knoche István Sárándi Bastian Leibe 3DH 71 21 0 08 Jun 2020
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Multi-fidelity Generative Deep Learning Turbulent Flows N. Geneva N. Zabaras AI4CE 85 44 0 08 Jun 2020
ResKD: Residual-Guided Knowledge Distillation Xuewei Li Songyuan Li Bourahla Omar Leilei Gan Xi Li 68 48 0 08 Jun 2020
Rethinking Importance Weighting for Deep Learning under Distribution Shift Tongtong Fang Nan Lu Gang Niu Masashi Sugiyama 112 140 0 08 Jun 2020
WaveNODE: A Continuous Normalizing Flow for Speech Synthesis Hyeongju Kim Hyeongseung Lee Woohyun Kang Sung Jun Cheon Byoung Jin Choi N. Kim 67 12 0 08 Jun 2020
Training Deep Spiking Neural Networks Eimantas Ledinauskas J. Ruseckas Alfonsas Jursenas Giedrius Burachas 98 56 0 08 Jun 2020
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy Sicong Liu Junzhao Du Anshumali Shrivastava Lin Zhong 91 14 0 08 Jun 2020
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution Pravendra Singh Pratik Mazumder Vinay P. Namboodiri 44 0 0 08 Jun 2020
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning Shariq Iqbal Christian Schroeder de Witt Bei Peng Wendelin Bohmer Shimon Whiteson Fei Sha 94 68 0 07 Jun 2020
STDI-Net: Spatial-Temporal Network with Dynamic Interval Mapping for Bike Sharing Demand Prediction Weiguo Pian Yingbo Wu Ziyi Kou 22 0 0 07 Jun 2020
Feature Interaction based Neural Network for Click-Through Rate Prediction Dafang Zou Leimin Zhang Jiafa Mao Weiguo Sheng 84 3 0 07 Jun 2020
MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles Zhennan Wang Canqun Xiang Wenbin Zou Chen Xu 100 19 0 06 Jun 2020
Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation Davide Buffelli Fabio Vandin HAI 49 44 0 06 Jun 2020
An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation Deepan Das Haley Massa Abhimanyu Kulkarni Theodoros Rekatsinas 70 18 0 06 Jun 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 94 79 0 06 Jun 2020
End-to-End Adversarial Text-to-Speech Jeff Donahue Sander Dieleman Mikolaj Binkowski Erich Elsen Karen Simonyan 109 187 0 05 Jun 2020
Audio Captioning using Gated Recurrent Units Aysegül Özkaya Eren M. Sert 74 10 0 05 Jun 2020
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery C. Corbane V. Syrris F. Sabo P. Politis M. Melchiorri M. Pesaresi P. Soille T. Kemper 66 117 0 05 Jun 2020
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices Xin-Hua Cheng Lefei Zhang Yin Tang Yue Liu Hao Wu Jun He CVBM 3DH HAI 73 55 0 05 Jun 2020
Discovering Parametric Activation Functions G. Bingham Risto Miikkulainen ODL 74 73 0 05 Jun 2020
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning Sameer Khurana Antoine Laurent James R. Glass SSL 72 12 0 04 Jun 2020
Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units V. Pandey 23 4 0 04 Jun 2020
FastReID: A Pytorch Toolbox for General Instance Re-identification Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 170 316 0 04 Jun 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning Aditya Sanghi 3DPC SSL 72 103 0 04 Jun 2020
Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion Lixiang Ru Bo Du Chen Wu 105 72 0 03 Jun 2020
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization A. Uddin Sirazam Monira Wheemyung Shin TaeChoong Chung Sung-Ho Bae 117 229 0 02 Jun 2020
Channel Distillation: Channel-Wise Attention for Knowledge Distillation Zaida Zhou Chaoran Zhuge Xinwei Guan Wen Liu 88 51 0 02 Jun 2020
Neural Control Variates Thomas Müller Fabrice Rousselle Jan Novák A. Keller BDL 107 56 0 02 Jun 2020
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging Tianming Du Honggang Zhang Yuemeng Li H. K. Song Yong-Xian Fan 51 2 0 02 Jun 2020
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning Anoopkumar Sonar Vincent Pacelli Anirudha Majumdar 117 54 0 01 Jun 2020
Artificial neural networks for neuroscientists: A primer G. R. Yang Xiao-Jing Wang 114 255 0 01 Jun 2020
In the Eye of the Beholder: Gaze and Actions in First Person Video Yin Li Miao Liu James M. Rehg EgoV 179 71 0 31 May 2020
Rethinking Assumptions in Deep Anomaly Detection Lukas Ruff Robert A. Vandermeulen Billy Joe Franks Klaus-Robert Muller Marius Kloft 129 91 0 30 May 2020
Reconstructing undersampled photoacoustic microscopy images using deep learning Anthony DiSpirito Daiwei Li Tri Vu Maomao Chen D. Zhang Jianwen Luo R. Horstmeyer Junjie Yao 50 97 0 30 May 2020
Sequence to Point Learning Based on Bidirectional Dilated Residual Network for Non Intrusive Load Monitoring Ziyue Jia Linfeng Yang Zhenrong Zhang Hui Liu Fannie Kong 43 60 0 30 May 2020
Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts Bo Pang Kaiwen Zha Hanwen Cao Jiajun Tang Minghui Yu Cewu Lu 82 25 0 30 May 2020
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction Haoliang Jiang Zhenguo Nie Roselyn Yeo A. Farimani Levent Burak Kara GAN 90 18 0 30 May 2020
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition Hyeokhyen Kwon C. Tong H. Haresamudram Yan Gao G. Abowd Nicholas D. Lane Thomas Ploetz 129 88 0 29 May 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 108 83 0 29 May 2020
The Importance of Suppressing Domain Style in Authorship Analysis Sebastian Bischoff Niklas Deckers Marcel Schliebs Ben Thies Matthias Hagen E. Stamatatos Benno Stein Martin Potthast 38 35 0 29 May 2020
Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification Fei Shen Jianqing Zhu Xiaobin Zhu Yi Xie Jingchang Huang 82 98 0 29 May 2020
Probabilistic Object Classification using CNN ML-MAP layers Gledson Melotti C. Premebida Jordan J. Bird Diego Resende Faria Nuno Gonçalves 53 4 0 29 May 2020