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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
SWP-LeafNET: A novel multistage approach for plant leaf identification based on deep CNN Ali Beikmohammadi K. Faez A. Motallebi 55 37 0 10 Sep 2020
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Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 77 12 0 10 Sep 2020
Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition Siteng Huang Min Zhang Yachen Kang Donglin Wang 60 43 0 10 Sep 2020
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 77 12 0 10 Sep 2020
On Target Segmentation for Direct Speech Translation Mattia Antonino Di Gangi Marco Gaido Matteo Negri Marco Turchi 79 14 0 10 Sep 2020
Online trajectory recovery from offline handwritten Japanese kanji characters Hung Tuan Nguyen Tsubasa Nakamura C. Nguyen M. Nakagawa 45 15 0 09 Sep 2020
Temporal Attribute-Appearance Learning Network for Video-based Person Re-Identification Jiawei Liu Xierong Zhu Zhengjun Zha CVBM 38 2 0 09 Sep 2020
Diversified Mutual Learning for Deep Metric Learning Wonpyo Park Wonjae Kim Kihyun You Minsu Cho FedML 75 6 0 09 Sep 2020
Method for classifying a noisy Raman spectrum based on a wavelet transform and a deep neural network Liangrui Pan Pronthep Pipitsunthonsan C. Daengngam Sittiporn Channumsin Suwat Sreesawet M. Chongcheawchamnan 23 15 0 09 Sep 2020
1-Dimensional polynomial neural networks for audio signal related problems Habib Ben Abdallah C. Henry S. Ramanna 44 12 0 09 Sep 2020
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification G. Liang Yu Zhang Xiaoqin Wang Nathan Jacobs UQCV 81 61 0 09 Sep 2020
Low-Rank Training of Deep Neural Networks for Emerging Memory Technology Albert Gural P. Nadeau M. Tikekar B. Murmann 73 5 0 08 Sep 2020
Highly Accurate CNN Inference Using Approximate Activation Functions over Homomorphic Encryption Takumi Ishiyama Takuya Suzuki Hayato Yamana 136 38 0 08 Sep 2020
Unsupervised Change Detection in Satellite Images with Generative Adversarial Network Caijun Ren Xiangyu Wang Jian Gao Huanhuan Chen GAN 54 52 0 08 Sep 2020
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning Shengjie Liu Q. Shi Lefei Zhang VLM 55 181 0 08 Sep 2020
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation Sicheng Zhao Yezhen Wang Yue Liu Bichen Wu Yang Gao Pengfei Xu Trevor Darrell Kurt Keutzer 3DPC 113 94 0 07 Sep 2020
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training Tianle Cai Shengjie Luo Keyulu Xu Di He Tie-Yan Liu Liwei Wang GNN 112 167 0 07 Sep 2020
VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network Peiying Zhang Chenhui Li Changbo Wang 68 42 0 07 Sep 2020
Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping Jaewoo Lee Daniel Kifer 93 57 0 07 Sep 2020
Automatic detection of microsleep episodes with deep learning A. Malafeev Anneke Hertig-Godeschalk David R. Schreier J. Skorucak J. Mathis P. Achermann 122 16 0 07 Sep 2020
Deep Sparse Light Field Refocusing Shachar Ben Dayan D. Mendlovic Raja Giryes 39 13 0 05 Sep 2020
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima Wonyong Sung Iksoo Choi Jinhwan Park Seokhyun Choi Sungho Shin ODL 58 7 0 05 Sep 2020
Looking for change? Roll the Dice and demand Attention F. Diakogiannis F. Waldner P. Caccetta 121 68 0 04 Sep 2020
FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning Hong-You Chen Wei-Lun Chao FedML 112 262 0 04 Sep 2020
Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling Tsendsuren Munkhdalai CLL OffRL 54 4 0 03 Sep 2020
A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning Martin Mundt Yongjun Hong Iuliia Pliushch Visvanathan Ramesh CLL 146 153 0 03 Sep 2020
Multi-Loss Weighting with Coefficient of Variations R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink 165 55 0 03 Sep 2020
Understanding the wiring evolution in differentiable neural architecture search Sirui Xie Shou-Yong Hu Xinjiang Wang Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 78 9 0 02 Sep 2020
WaveGrad: Estimating Gradients for Waveform Generation Nanxin Chen Yu Zhang Heiga Zen Ron J. Weiss Mohammad Norouzi William Chan DiffM BDL 169 795 0 02 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 72 37 0 02 Sep 2020
IAUnet: Global Context-Aware Feature Learning for Person Re-Identification Rui Hou Bingpeng Ma Hong Chang Xinqian Gu Shiguang Shan Xilin Chen CVBM 117 49 0 02 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 166 225 0 02 Sep 2020
Perceiving Humans: from Monocular 3D Localization to Social Distancing Lorenzo Bertoni S. Kreiss Alexandre Alahi 78 32 0 01 Sep 2020
Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow Yuchao Gu Le Zhang Yun-Hai Liu Shao-Ping Lu Ming-Ming Cheng 144 6 0 01 Sep 2020
Multi-channel Transformers for Multi-articulatory Sign Language Translation Necati Cihan Camgöz Oscar Koller Simon Hadfield Richard Bowden 67 123 0 01 Sep 2020
Unsupervised and Supervised Structure Learning for Protein Contact Prediction S. Sun 59 0 0 31 Aug 2020
Active Contrastive Learning of Audio-Visual Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song VLM SSL 62 8 0 31 Aug 2020
A Framework For Contrastive Self-Supervised Learning And Designing A New Approach William Falcon Kyunghyun Cho SSL 80 104 0 31 Aug 2020
RecSal : Deep Recursive Supervision for Visual Saliency Prediction Sandeep Mishra Oindrila Saha 38 3 0 31 Aug 2020
RESA: Recurrent Feature-Shift Aggregator for Lane Detection Tu Zheng Haoyang Fang Yi Zhang Wenjian Tang Zheng Yang Haifeng Liu Deng Cai 137 271 0 31 Aug 2020
ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs Andrea Valenti M. Barsotti R. Brondi D. Bacciu L. Ascari 28 3 0 31 Aug 2020
Receptive Multi-granularity Representation for Person Re-Identification Guanshuo Wang Yufeng Yuan Jiwei Li Shiming Ge Xi Zhou 59 23 0 31 Aug 2020
Puzzle-AE: Novelty Detection in Images through Solving Puzzles Mohammadreza Salehi Ainaz Eftekhar Niousha Sadjadi M. Rohban Hamid R. Rabiee AAML 187 44 0 29 Aug 2020
Multi-Attention Based Ultra Lightweight Image Super-Resolution Abdul Muqeet Jiwon Hwang Subin Yang J. Kang Yongwoo Kim Sung-Ho Bae SupR 87 79 0 29 Aug 2020
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size Xuanyi Dong Lu Liu Katarzyna Musial Bogdan Gabrys 118 165 0 28 Aug 2020
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration Ju Fan Tongyu Liu Guoliang Li Junyou Chen Yuwei Shen Xiaoyong Du 58 61 0 28 Aug 2020
SketchEmbedNet: Learning Novel Concepts by Imitating Drawings Alexander Wang Mengye Ren R. Zemel SSL 60 22 0 27 Aug 2020
Edge and Identity Preserving Network for Face Super-Resolution Jong-Han Kim Gen Li Inyong Yun Cheolkon Jung Joongkyu Kim SupR CVBM 79 38 0 27 Aug 2020
Pose-Guided High-Resolution Appearance Transfer via Progressive Training Ji Liu Heshan Liu M. Chiu Yu-Wing Tai Chi-Keung Tang 3DH 69 4 0 27 Aug 2020