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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
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 217 138 0 17 Sep 2019
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Learning Geo-Temporal Image Features Menghua Zhai Tawfiq Salem Connor Greenwell Scott Workman Robert Pless Nathan Jacobs 3DH 70 18 0 16 Sep 2019
Acoustic scene analysis with multi-head attention networks Weimin Wang Weiran Wang Ming Sun Chao Wang 44 3 0 16 Sep 2019
[Extended version] Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks Lixin Fan Kam Woh Ng Chee Seng Chan AAML 68 193 0 16 Sep 2019
$360^o$ Surface Regression with a Hyper-Sphere Loss Antonis Karakottas N. Zioulis Stamatis Samaras Dimitrios Ataloglou V. Gkitsas D. Zarpalas P. Daras 3DH 42 8 0 16 Sep 2019
Visuomotor Understanding for Representation Learning of Driving Scenes Seokju Lee Junsik Kim Tae-Hyun Oh Yongseop Jeong Donggeun Yoo Stephen Lin In So Kweon SSL 81 11 0 16 Sep 2019
CrypTFlow: Secure TensorFlow Inference Nishant Kumar Mayank Rathee Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 156 244 0 16 Sep 2019
A few filters are enough: Convolutional Neural Network for P300 Detection Alicia Montserrat Alvarado-González Gibran Fuentes Pineda J. Cervantes-Ojeda 39 19 0 16 Sep 2019
Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning Q. Gao Shaowu Pan Hongping Wang R. Wei Jinjun Wang 3DV 21 30 0 16 Sep 2019
Many-to-Many Voice Conversion using Cycle-Consistent Variational Autoencoder with Multiple Decoders Keonnyeong Lee In-Chul Yoo Dongsuk Yook DRL 77 14 0 15 Sep 2019
Scaling Object Detection by Transferring Classification Weights Jason Kuen Federico Perazzi Zhe Lin Jianming Zhang Yap-Peng Tan ViT 80 18 0 15 Sep 2019
Understanding and Improving Virtual Adversarial Training Dongha Kim Yongchan Choi Yongdai Kim GAN AAML 25 2 0 15 Sep 2019
Progression Modelling for Online and Early Gesture Detection Vikram Gupta Sai Kumar Dwivedi Rishabh Dabral Arjun Jain 48 10 0 14 Sep 2019
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations Sawyer Birnbaum Volodymyr Kuleshov S. Enam Pang Wei Koh Stefano Ermon AI4TS 84 70 0 14 Sep 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN Sefi Bell-Kligler Assaf Shocher Michal Irani SupR 100 460 0 14 Sep 2019
Zero-Shot Action Recognition in Videos: A Survey Valter Estevam Hélio Pedrini David Menotti 95 59 0 13 Sep 2019
IR2Vec: LLVM IR based Scalable Program Embeddings Venkata Keerthy Rohit Aggarwal Shalini Jain Maunendra Sankar Ramakrishna Upadrasta Desarkar 65 10 0 13 Sep 2019
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs J. Kubilius Martin Schrimpf Kohitij Kar Ha Hong N. Majaj ... Kailyn Schmidt Aran Nayebi Daniel M. Bear Daniel L. K. Yamins J. DiCarlo 140 262 0 13 Sep 2019
Shapley Interpretation and Activation in Neural Networks Yadong Li Xin Cui TDI FAtt LLMSV 50 3 0 13 Sep 2019
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency Guillaume Rochette Chris Russell Richard Bowden 3DH 72 14 0 13 Sep 2019
Meta-Learning for Few-Shot Time Series Classification Jyoti Narwariya Pankaj Malhotra Lovekesh Vig Gautam M. Shroff T. Vishnu 158 60 0 13 Sep 2019
FoodTracker: A Real-time Food Detection Mobile Application by Deep Convolutional Neural Networks Jianing Sun K. Radecka Z. Zilic HAI 65 19 0 13 Sep 2019
Recurrent Connectivity Aids Recognition of Partly Occluded Objects M. Ernst Jochen Triesch T. Burwick 36 1 0 12 Sep 2019
Fine-Grained Entity Typing for Domain Independent Entity Linking Yasumasa Onoe Greg Durrett 86 82 0 12 Sep 2019
Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation Tingle Li Jiawei Chen Haowen Hou Ming Li 30 0 0 12 Sep 2019
Rethinking the CSC Model for Natural Images Dror Simon Michael Elad 50 91 0 12 Sep 2019
Modular Meta-Learning with Shrinkage Yutian Chen A. Friesen Feryal M. P. Behbahani Arnaud Doucet David Budden Matthew W. Hoffman Nando de Freitas KELM OffRL 112 35 0 12 Sep 2019
A deep learning system for differential diagnosis of skin diseases Yuan Liu Ayush Jain C. Eng David H. Way Kang Lee ... Dennis Ai Shijie Huang Yun-Hui Liu R. C. Dunn David Coz 53 609 0 11 Sep 2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling Qi Qian Lei Shang Baigui Sun Juhua Hu Hao Li Rong Jin 89 375 0 11 Sep 2019
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization Xihao Chen Jingya Yu Li Chen Shaoqun Zeng Xiuli Liu Shenghua Cheng MedIm OOD 37 1 0 11 Sep 2019
Optimal Machine Intelligence at the Edge of Chaos Ling Feng Lin Zhang C. Lai 55 8 0 11 Sep 2019
Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos Okan Kopuklu Fabian Herzog Gerhard Rigoll 63 6 0 11 Sep 2019
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI Dennis Bontempi Sergio Benini A. Signoroni M. Svanera L. Muckli 3DV 118 26 0 11 Sep 2019
Guided Learning Convolution System for DCASE 2019 Task 4 Liwei Lin Xiangdong Wang Hong Liu Yueliang Qian 52 57 0 11 Sep 2019
A Deep Learning Approach to Grasping the Invisible Yang Yang Hengyue Liang Changhyun Choi 93 97 0 11 Sep 2019
Reinforcement Learning and Video Games Yue Zheng 23 4 0 10 Sep 2019
Reasoning About Human-Object Interactions Through Dual Attention Networks Tete Xiao Quanfu Fan Dan Gutfreund Mathew Monfort A. Oliva Bolei Zhou 54 35 0 10 Sep 2019
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model D. Gagne H. Christensen A. Subramanian A. Monahan AI4CE BDL 133 143 0 10 Sep 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 115 361 0 10 Sep 2019
Towards Understanding the Importance of Shortcut Connections in Residual Networks Tianyi Liu Minshuo Chen Mo Zhou S. Du Enlu Zhou T. Zhao 49 45 0 10 Sep 2019
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 143 196 0 10 Sep 2019
JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video Seunggeun Kim Jihyong Oh Munchurl Kim 84 79 0 10 Sep 2019
PARN: Position-Aware Relation Networks for Few-Shot Learning Ziyang Wu Yuwei Li Lihua Guo Kui Jia 75 88 0 10 Sep 2019
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum Yosuke Shinya E. Simo-Serra Taiji Suzuki 48 12 0 09 Sep 2019
A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data Sebastian Polsterl Ignacio Sarasua B. Gutiérrez-Becker Christian Wachinger 39 30 0 09 Sep 2019
Robust Multi-Modality Multi-Object Tracking Wenwei Zhang Hui Zhou Shuyang Sun Zhe Wang Jianping Shi Chen Change Loy VOT 77 194 0 09 Sep 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 193 272 0 09 Sep 2019