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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
Expressive TTS Training with Frame and Style Reconstruction Loss Rui Liu Berrak Sisman Guanglai Gao Haizhou Li 114 73 0 04 Aug 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen Shiwei Li Lei Zhou Jiaxiang Shang Haoan Feng Tian Fang Long Quan VOS 110 61 0 04 Aug 2020
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Self-attention encoding and pooling for speaker recognition Pooyan Safari Miquel India Javier Hernando ViT 87 81 0 03 Aug 2020
Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image Yehui Yang Fangxin Shang Binghong Wu Dalu Yang Lei Wang Yanwu Xu Wensheng Zhang Tianzhu Zhang MedIm 48 52 0 03 Aug 2020
Integrated monitoring of ice in selected Swiss lakes. Final project report Manu Tom Melanie Suetterlin D. Bouffard M. Rothermel S. Wunderle E. Baltsavias 26 5 0 02 Aug 2020
SCNet: A Neural Network for Automated Side-Channel Attack Guanlin Li Chang-rui Liu Han Yu Yanhong Fan Libang Zhang Zongyue Wang Meiqin Wang AAML 43 6 0 02 Aug 2020
Distilling Visual Priors from Self-Supervised Learning Bingchen Zhao Xin Wen SSL 69 16 0 01 Aug 2020
Meta-DRN: Meta-Learning for 1-Shot Image Segmentation Atmadeep Banerjee SSeg VLM 47 5 0 01 Aug 2020
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation Jiefeng Li Can Wang Wentao Liu Chao Qian Cewu Lu 3DH 105 80 0 01 Aug 2020
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network Rui Li Shunyi Zheng Chenxi Duan Ce Zhang 108 102 0 01 Aug 2020
Embedding Ranking-Oriented Recommender System Graphs Taher Hekmatfar Saman Haratizadeh S. Goliaei 37 7 0 31 Jul 2020
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks Brian Kenji Iwana S. Uchida AI4TS 94 506 0 31 Jul 2020
Resist : Reconstruction of irises from templates Sohaib Ahmad Christopher Geiger Benjamin Fuller CVBM 62 18 0 31 Jul 2020
Machine learning for complete intersection Calabi-Yau manifolds: a methodological study Harold Erbin Riccardo Finotello 79 31 0 30 Jul 2020
Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification Yacine Khraimeche Guillaume-Alexandre Bilodeau David Steele Harshad Mahadik OOD 101 3 0 30 Jul 2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Tyler Lixuan Zhu Per Karlsson C. Bregler 3DH 113 30 0 30 Jul 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 87 54 0 30 Jul 2020
Growing Efficient Deep Networks by Structured Continuous Sparsification Xin Yuan Pedro H. P. Savarese Michael Maire 3DPC 61 45 0 30 Jul 2020
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients Sofie Tilborghs Ine Dirks Lucas Fidon S. Willems Tom Eelbode ... D. Robben D. Smeets F. Maes Jef Vandemeulebroucke P. Suetens OOD 87 28 0 29 Jul 2020
RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects Bin Yang Runsheng Guo Mingfeng Liang Sergio Casas R. Urtasun 216 115 0 28 Jul 2020
MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values C. F. G. Santos Danilo Colombo Mateus Roder João Paulo Papa 43 15 0 27 Jul 2020
On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network Farnood Faraji Yazid Attabi B. Champagne Weiping Zhu 49 5 0 27 Jul 2020
Dual Distribution Alignment Network for Generalizable Person Re-Identification Peixian Chen Pingyang Dai Jianzhuang Liu Feng Zheng Q. Tian Rongrong Ji OOD 132 47 0 27 Jul 2020
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction H. Zunair Aimon Rahman Nabeel Mohammed Joseph Paul Cohen 88 82 0 26 Jul 2020
Double Multi-Head Attention for Speaker Verification Miquel India Pooyan Safari Javier Hernando 76 18 0 26 Jul 2020
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism Yosuke Oyama N. Maruyama Nikoli Dryden Erin McCarthy P. Harrington J. Balewski Satoshi Matsuoka Peter Nugent B. Van Essen 3DV AI4CE 71 37 0 25 Jul 2020
Machine-learned Regularization and Polygonization of Building Segmentation Masks Stefano Zorzi K. Bittner Friedrich Fraundorfer GAN 124 58 0 24 Jul 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 108 72 0 24 Jul 2020
Fully Convolutional Networks for Continuous Sign Language Recognition Ka Leong Cheng Zhaoyang Yang Qifeng Chen Yu-Wing Tai SLR 88 148 0 24 Jul 2020
Predictive Information Accelerates Learning in RL Kuang-Huei Lee Ian S. Fischer Anthony Z. Liu Yijie Guo Honglak Lee John F. Canny S. Guadarrama 127 73 0 24 Jul 2020
On the Effectiveness of Image Rotation for Open Set Domain Adaptation S. Bucci Mohammad Reza Loghmani Tatiana Tommasi 130 152 0 24 Jul 2020
SeismoFlow -- Data augmentation for the class imbalance problem R. Milidiú Luis Müller AI4TS 30 1 0 23 Jul 2020
The Representation Theory of Neural Networks M. Armenta Pierre-Marc Jodoin 113 31 0 23 Jul 2020
Sound2Sight: Generating Visual Dynamics from Sound and Context A. Cherian Moitreya Chatterjee Narendra Ahuja VGen 136 36 0 23 Jul 2020
TSIT: A Simple and Versatile Framework for Image-to-Image Translation Liming Jiang Changxu Zhang Mingyang Huang Chunxiao Liu Jianping Shi Chen Change Loy DiffM 238 115 0 23 Jul 2020
Deep Dynamic Factor Models P. Andreini Cosimo Izzo G. Ricco 64 11 0 23 Jul 2020
Funnel Activation for Visual Recognition Ningning Ma Xinming Zhang Jian Sun ObjD 115 86 0 23 Jul 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 136 39 0 22 Jul 2020
TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning Han Cai Chuang Gan Ligeng Zhu Song Han 85 53 0 22 Jul 2020
A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture Fady K. Fahmy M. Khalil Hazem M. Abbas 55 21 0 22 Jul 2020
Wasserstein Routed Capsule Networks Alexander Fuchs Franz Pernkopf 112 7 0 22 Jul 2020
MathNet: Haar-Like Wavelet Multiresolution-Analysis for Graph Representation and Learning Xuebin Zheng Bingxin Zhou Ming Li Yu Guang Wang Junbin Gao 79 2 0 22 Jul 2020
Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification Dripta S. Raychaudhuri Amit K. Roy-Chowdhury 77 11 0 21 Jul 2020
CVR-Net: A deep convolutional neural network for coronavirus recognition from chest radiography images Md. Kamrul Hasan Md. Ashraful Alam M. E. Elahi Shidhartho Roy Sifat Redwan Wahid OOD 67 22 0 21 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 250 648 0 21 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 117 78 0 21 Jul 2020
Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations Sungheon Park Minsik Lee Nojun Kwak 54 17 0 21 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 192 135 0 21 Jul 2020
Optimization of data-driven filterbank for automatic speaker verification S. K. Sarangi Md. Sahidullah G. Saha 42 38 0 21 Jul 2020