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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
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames Erik Wijmans Abhishek Kadian Ari S. Morcos Stefan Lee Irfan Essa Devi Parikh Manolis Savva Dhruv Batra 97 485 0 01 Nov 2019
Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology Chenchen Zhao Jiaqi Yang Xin Xiong Angfan Zhu Zhiguo Cao Xin Li 3DPC 76 30 0 01 Nov 2019
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images Hyunseok Seo Charles Huang M. Bassenne Ruoxiu Xiao Lei Xing 80 281 0 31 Oct 2019
Chirality Nets for Human Pose Regression Raymond A. Yeh Yuan-Ting Hu Alex Schwing 3DH 66 50 0 31 Oct 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 102 9 0 31 Oct 2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel Mahdi Soltanolkotabi DiffM 106 83 0 31 Oct 2019
Weakly Supervised Tracklet Person Re-Identification by Deep Feature-wise Mutual Learning Zhirui Chen Jianheng Li Weishi Zheng 28 2 0 31 Oct 2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images Talip Uçar 48 0 0 31 Oct 2019
Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos Yitian Yuan Lin Ma Jingwen Wang Wei Liu Wenwu Zhu 113 244 0 31 Oct 2019
On the Benefit of Adversarial Training for Monocular Depth Estimation R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink GAN MDE 144 29 0 29 Oct 2019
Neural Density Estimation and Likelihood-free Inference George Papamakarios BDL DRL 100 47 0 29 Oct 2019
Decomposable-Net: Scalable Low-Rank Compression for Neural Networks A. Yaguchi Taiji Suzuki Shuhei Nitta Y. Sakata A. Tanizawa 88 9 0 29 Oct 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning Shuangfei Zhai Walter A. Talbott Carlos Guestrin J. Susskind GAN 105 9 0 29 Oct 2019
The Six Fronts of the Generative Adversarial Networks Alceu Bissoto Eduardo Valle Sandra Avila GAN AI4CE 72 18 0 29 Oct 2019
Machine Vision for Improved Human-Robot Cooperation in Adverse Underwater Conditions M. Islam 45 0 0 29 Oct 2019
Neural Similarity Learning Weiyang Liu Zhen Liu James M. Rehg Le Song 94 30 0 28 Oct 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 121 654 0 28 Oct 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck Maximilian Igl K. Ciosek Yingzhen Li Sebastian Tschiatschek Cheng Zhang Sam Devlin Katja Hofmann OffRL 88 174 0 28 Oct 2019
Attenuating Random Noise in Seismic Data by a Deep Learning Approach Xing Zhao Ping Lu Yanyan Zhang Jianxiong Chen Xiaochen Li 23 2 0 28 Oct 2019
Addressing the Sim2Real Gap in Robotic 3D Object Classification Jean-Baptiste Weibel T. Patten Markus Vincze 3DPC 51 14 0 28 Oct 2019
Adaptive Sampling for Stochastic Risk-Averse Learning Sebastian Curi Kfir Y. Levy Stefanie Jegelka Andreas Krause 160 54 0 28 Oct 2019
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes Greg Yang 172 202 0 28 Oct 2019
Secure Evaluation of Quantized Neural Networks Anders Dalskov Daniel E. Escudero Marcel Keller 109 143 0 28 Oct 2019
Adaptive Loss Scaling for Mixed Precision Training Ruizhe Zhao Brian K. Vogel Tanvir Ahmed 52 8 0 28 Oct 2019
Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems Chi Wu Xinping Yi Wen Wang Li You Qing Huang Xiqi Gao 82 54 0 27 Oct 2019
SENSE: a Shared Encoder Network for Scene-flow Estimation Huaizu Jiang Deqing Sun Varun Jampani Zhaoyang Lv Erik Learned-Miller Jan Kautz 3DPC VOS 93 74 0 27 Oct 2019
CXPlain: Causal Explanations for Model Interpretation under Uncertainty Patrick Schwab W. Karlen FAtt CML 143 211 0 27 Oct 2019
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation Martin Hirzer P. Roth Vincent Lepetit 3DV 166 21 0 27 Oct 2019
A holistic approach to polyphonic music transcription with neural networks Miguel A. Román A. Pertusa Jorge Calvo-Zaragoza 72 29 0 26 Oct 2019
Deep Learning for Hyperspectral Image Classification: An Overview Shutao Li Weiwei Song Leyuan Fang Yushi Chen Pedram Ghamisi J. Benediktsson 89 1,269 0 26 Oct 2019
A Deep Learning Approach to Universal Binary Visible Light Communication Transceiver Hoon Lee Tony Q.S. Quek Sang Hyun Lee 53 18 0 26 Oct 2019
PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose Ju Yong Chang Gyeongsik Moon Kyoung Mu Lee 3DH 58 28 0 26 Oct 2019
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network F. Waldner F. Diakogiannis 112 207 0 26 Oct 2019
Learning Disentangled Representation for Robust Person Re-identification Chanho Eom Bumsub Ham OOD DRL 121 92 0 26 Oct 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning Yunzhe Tao Saurabh Gupta Satyapriya Krishna Xiong Zhou Orchid Majumder Vineet Khare 35 3 0 25 Oct 2019
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network Bin Sun Ming Shao Siyu Xia Y. Fu 3DH CVBM 69 2 0 25 Oct 2019
Automatic Driver Identification from In-Vehicle Network Logs Mina Remeli Szilvia Lestyán G. Ács G. Biczók 29 16 0 25 Oct 2019
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 97 62 0 25 Oct 2019
Textual Data for Time Series Forecasting David Obst B. Ghattas Sandra Claudel Jairo Cugliari Y. Goude G. Oppenheim AI4TS 41 5 0 25 Oct 2019
A Bayesian Approach to Recurrence in Neural Networks Philip N. Garner Sibo Tong BDL 34 6 0 24 Oct 2019
Delving into VoxCeleb: environment invariant speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun 94 51 0 24 Oct 2019
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Mathias Perslev M. Jensen S. Darkner P. Jennum Christian Igel AI4TS 138 251 0 24 Oct 2019
An Adaptive Empirical Bayesian Method for Sparse Deep Learning Wei Deng Xiao Zhang F. Liang Guang Lin BDL 126 44 0 23 Oct 2019
Analyzing ASR pretraining for low-resource speech-to-text translation Mihaela C. Stoian Sameer Bansal Sharon Goldwater 91 64 0 23 Oct 2019
Instance-Based Model Adaptation For Direct Speech Translation Mattia Antonino Di Gangi V. Nguyen Matteo Negri Marco Turchi 62 11 0 23 Oct 2019
Expression Analysis Based on Face Regions in Read-world Conditions Zheng Lian Ya Li J. Tao Jian Huang Mingyue Niu CVBM 47 58 0 23 Oct 2019
Speech Emotion Recognition via Contrastive Loss under Siamese Networks Zheng Lian Ya Li J. Tao Jian Huang 51 56 0 23 Oct 2019
Speaker Adaptive Training using Model Agnostic Meta-Learning Ondˇrej Klejch Joachim Fainberg P. Bell Steve Renals 82 30 0 23 Oct 2019
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images Jiahao Lu Natavsa Sladoje Christina Runow Stark E. D. Ramqvist Jan-Michaél Hirsch Joakim Lindblad MedIm 48 31 0 23 Oct 2019
Self-attention for raw optical Satellite Time Series Classification M. Rußwurm Marco Körner AI4TS 88 268 0 23 Oct 2019