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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
Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra Vardan Papyan 71 80 0 27 Aug 2020
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Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models Zhengming Zhang Yaoqing Yang Z. Yao Yujun Yan Joseph E. Gonzalez Michael W. Mahoney FedML 131 36 0 26 Aug 2020
Deep Active Learning in Remote Sensing for data efficient Change Detection Vít Ruzicka Stefano Dáronco Jan Dirk Wegner Konrad Schindler 123 29 0 25 Aug 2020
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing Wei Shen Xiaonan He Wei Shen Q. Ni Wanchun Dou Yan Wang 66 18 0 25 Aug 2020
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization Lorenzo Bertoni S. Kreiss Taylor Mordan Alexandre Alahi 3DH 50 8 0 25 Aug 2020
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 74 40 0 25 Aug 2020
Image Colorization: A Survey and Dataset Saeed Anwar Muhammad Tahir Chongyi Li Ajmal Mian Fahad Shahbaz Khan A. W. Muzaffar VLM 82 90 0 25 Aug 2020
Unsupervised Multi-Modal Representation Learning for Affective Computing with Multi-Corpus Wearable Data Kyle Ross Paul Hungler Ali Etemad 130 21 0 24 Aug 2020
DiverseNet: When One Right Answer is not Enough Michael Firman Neill D. F. Campbell Lourdes Agapito Gabriel J. Brostow 3DH OOD 106 24 0 24 Aug 2020
Jet Flavour Classification Using DeepJet E. Bols J. Kieseler M. Verzetti M. Stoye A. Stakia BDL VLM 57 148 0 24 Aug 2020
Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars Egor Zakharov Aleksei Ivakhnenko Aliaksandra Shysheya Victor Lempitsky 3DH 85 163 0 24 Aug 2020
Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation Rohit Mohan Abhinav Valada 34 2 0 23 Aug 2020
Towards Earnings Call and Stock Price Movement Zhiqiang Ma G. Bang Chong Wang Xiaomo Liu AIFin 27 4 0 23 Aug 2020
Dual Adversarial Auto-Encoders for Clustering Pengfei Ge Chuan-Xian Ren Jiashi Feng Shuicheng Yan DRL 53 43 0 23 Aug 2020
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction Dongjie Wang Yan Yang Shangming Ning AI4TS HAI 49 68 0 22 Aug 2020
Training Sparse Neural Networks using Compressed Sensing Jonathan W. Siegel Jianhong Chen Pengchuan Zhang Jinchao Xu 82 5 0 21 Aug 2020
Learning to Set Waypoints for Audio-Visual Navigation Changan Chen Sagnik Majumder Ziad Al-Halah Ruohan Gao Santhosh Kumar Ramakrishnan Kristen Grauman SSL 100 5 0 21 Aug 2020
INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs Grzegorz Jacenków Alison Q. OÑeil Brian Mohr Sotirios A. Tsaftaris 66 9 0 21 Aug 2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting A. N. Olesen P. Jennum Emmanuel Mignot H. Sørensen 87 68 0 21 Aug 2020
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image Gyeongsik Moon Shoou-I Yu He Wen Takaaki Shiratori Kyoung Mu Lee 3DH 126 294 0 21 Aug 2020
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid Jun Gao Zian Wang Jinchen Xuan Sanja Fidler 58 28 0 21 Aug 2020
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset Huili Chen Yue Zhang F. Weninger Rosalind W. Picard C. Breazeal Hae Won Park CVBM 54 14 0 20 Aug 2020
A Survey of Coded Distributed Computing Jer Shyuan Ng Wei Yang Bryan Lim Nguyen Cong Luong Zehui Xiong Alia Asheralieva Dusit Niyato Cyril Leung Chunyan Miao 60 25 0 20 Aug 2020
Yet Another Intermediate-Level Attack Qizhang Li Yiwen Guo Hao Chen AAML 61 52 0 20 Aug 2020
Inner Cell Mass and Trophectoderm Segmentation in Human Blastocyst Images using Deep Neural Network Md Yousuf Harun Thomas T F Huang A. Ohta 50 8 0 19 Aug 2020
Neural Networks and Quantum Field Theory James Halverson Anindita Maiti Keegan Stoner 115 78 0 19 Aug 2020
Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification Ying Qu Razieh Kaviani Baghbaderani Wei Li Lianru Gao Hairong Qi 40 26 0 19 Aug 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 80 53 0 19 Aug 2020
Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation Artjoms Gorpincenko Geoffrey French Michal Mackiewicz OOD 38 2 0 19 Aug 2020
Deep Volumetric Ambient Occlusion Dominik Engel Timo Ropinski 82 22 0 19 Aug 2020
Efficient planning of peen-forming patterns via artificial neural networks Wassime Siguerdidjane Farbod Khameneifar F. Gosselin 13 14 0 18 Aug 2020
Person image generation with semantic attention network for person re-identification Meichen Liu Ke-jun Wang Juihang Ji Shiping Ge GAN 48 2 0 18 Aug 2020
Mesh Guided One-shot Face Reenactment using Graph Convolutional Networks Guangming Yao Yi Yuan Tianjia Shao Kun Zhou 3DH CVBM 72 56 0 18 Aug 2020
Learning Graph Edit Distance by Graph Neural Networks Pau Riba Andreas Fischer Josep Lladós Alicia Fornés GNN 68 23 0 17 Aug 2020
Whitening and second order optimization both make information in the dataset unusable during training, and can reduce or prevent generalization Neha S. Wadia Daniel Duckworth S. Schoenholz Ethan Dyer Jascha Narain Sohl-Dickstein 104 13 0 17 Aug 2020
Source Free Domain Adaptation with Image Translation Yunzhong Hou Liang Zheng 73 36 0 17 Aug 2020
Hey Human, If your Facial Emotions are Uncertain, You Should Use Bayesian Neural Networks! Maryam Matin Matias Valdenegro-Toro UQCV BDL CVBM 48 2 0 17 Aug 2020
Siloed Federated Learning for Multi-Centric Histopathology Datasets M. Andreux Jean Ogier du Terrail C. Béguier Eric W. Tramel FedML OOD AI4CE 89 117 0 17 Aug 2020
Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks Chiara Plizzari Marco Cannici Matteo Matteucci ViT MedIm 86 312 0 17 Aug 2020
Deep Learning Based Open Set Acoustic Scene Classification Zuzanna Kwiatkowska Beniamin Kalinowski Michal Kosmider Krzysztof Rykaczewski 63 5 0 17 Aug 2020
Efficient Low-Latency Speech Enhancement with Mobile Audio Streaming Networks Michal Romaniuk Piotr Masztalski K. Piaskowski M. Matuszewski 28 5 0 17 Aug 2020
AIPerf: Automated machine learning as an AI-HPC benchmark Zhixiang Ren Yongheng Liu Tianhui Shi Lei Xie Yue Zhou Jidong Zhai Youhui Zhang Yunquan Zhang Wenguang Chen 97 23 0 17 Aug 2020
Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection Soham Deshmukh Bhiksha Raj Rita Singh 63 8 0 17 Aug 2020
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis Zhipeng Bao Yu-Xiong Wang M. Hebert 91 11 0 16 Aug 2020