v1v2v3 (latest)

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

50 / 11,241 papers shown

Title
Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation Lianfa Li Ying Fang Jun Wu Jinfeng Wang 32 13 0 29 Dec 2018
Exploring Weight Symmetry in Deep Neural Networks S. Hu Sergey Zagoruyko N. Komodakis 51 33 0 28 Dec 2018
Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3 Bilel Benjdira Taha Khursheed Anis Koubaa Adel Ammar K. Ouni 65 251 0 28 Dec 2018
Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model Tian Han Erik Nijkamp Xiaolin Fang Mitch Hill Song-Chun Zhu Ying Nian Wu 87 68 0 28 Dec 2018
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction Qiqin Dai Henry H. Chopp E. Pouyet O. Cossairt M. Walton Aggelos K. Katsaggelos 64 34 0 27 Dec 2018
Improving Generalization of Deep Neural Networks by Leveraging Margin Distribution Shen-Huan Lyu Lu Wang Zhi Zhou 45 11 0 27 Dec 2018
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 99 50 0 27 Dec 2018
Learning Dynamic Generator Model by Alternating Back-Propagation Through Time Jianwen Xie Ruiqi Gao Zilong Zheng Song-Chun Zhu Ying Nian Wu 92 47 0 27 Dec 2018
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 3DH 53 27 0 26 Dec 2018
Learning Not to Learn: Training Deep Neural Networks with Biased Data Byungju Kim Hyunwoo Kim Kyungsu Kim Sungjin Kim Junmo Kim OOD 74 411 0 26 Dec 2018
Deep learning electromagnetic inversion with convolutional neural networks V. Puzyrev AI4CE 50 198 0 26 Dec 2018
FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks Sukesh Adiga J. Sivaswamy 52 38 0 26 Dec 2018
Learning based Facial Image Compression with Semantic Fidelity Metric Zhibo Chen Tianyu He CVBM 61 33 0 25 Dec 2018
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation Hiroshi Fukui Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi XAI FAtt 88 410 0 25 Dec 2018
Residual Dense Network for Image Restoration Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 90 729 0 25 Dec 2018
Improving MMD-GAN Training with Repulsive Loss Function Wei Wang Yuan Sun Saman K. Halgamuge GAN 99 80 0 24 Dec 2018
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition Zirui Wang Jun Du Jiaming Wang 57 55 0 24 Dec 2018
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology Bastian Rieck Matteo Togninalli Christian Bock Michael Moor Max Horn Thomas Gumbsch Karsten Borgwardt 93 111 0 23 Dec 2018
Epipolar Geometry based Learning of Multi-view Depth and Ego-Motion from Monocular Sequences V. Prasad Dipanjan Das Brojeshwar Bhowmick MDE 65 9 0 23 Dec 2018
Deep autoregressive neural networks for high-dimensional inverse problems in groundwater contaminant source identification S. Mo N. Zabaras Xiaoqing Shi Jichun Wu AI4CE 70 204 0 22 Dec 2018
Cluster Loss for Person Re-Identification D. Alex Z. Sami Sumandeep Banerjee Subrat Panda 32 7 0 21 Dec 2018
Multimodal Sensor Fusion In Single Thermal image Super-Resolution Feras Almasri O. Debeir SupR 52 28 0 21 Dec 2018
A Multiscale Image Denoising Algorithm Based On Dilated Residual Convolution Network Chang Liu Zhaowei Shang Anyong Qin 50 16 0 21 Dec 2018
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 95 559 0 21 Dec 2018
Animating Arbitrary Objects via Deep Motion Transfer Aliaksandr Siarohin Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe 88 349 0 20 Dec 2018
SfMLearner++: Learning Monocular Depth & Ego-Motion using Meaningful Geometric Constraints V. Prasad Brojeshwar Bhowmick MDE 91 26 0 20 Dec 2018
Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks A. Yaguchi Taiji Suzuki Wataru Asano Shuhei Nitta Y. Sakata A. Tanizawa 34 18 0 19 Dec 2018
Multitask Painting Categorization by Deep Multibranch Neural Network Simone Bianco Davide Mazzini Paolo Napoletano Raimondo Schettini 70 42 0 19 Dec 2018
Fast Adjustable Threshold For Uniform Neural Network Quantization (Winning solution of LPIRC-II) A. Goncharenko Andrey Denisov S. Alyamkin Evgeny Terentev MQ 56 20 0 19 Dec 2018
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks Yilun Chen Praveen Palanisamy P. Mudalige Katharina Muelling John M. Dolan 43 24 0 19 Dec 2018
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine M. Pishgar Fazle Karim Somshubra Majumdar H. Darabi 34 33 0 19 Dec 2018
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification Nelly Elsayed Anthony Maida Magdy A. Bayoumi 100 70 0 18 Dec 2018
Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks Stephen James Paul Wohlhart Mrinal Kalakrishnan Dmitry Kalashnikov A. Irpan Julian Ibarz Sergey Levine R. Hadsell Konstantinos Bousmalis 119 450 0 18 Dec 2018
Sparsity in Variational Autoencoders Andrea Asperti BDL DRL 65 10 0 18 Dec 2018
From Satellite Imagery to Disaster Insights Jigar Doshi Saikat Basu Guan Pang 71 62 0 17 Dec 2018
Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother S. A. Canchumuni A. Emerick M. Pacheco OOD AI4CE 61 115 0 17 Dec 2018
A multi-layered energy consumption model for smart wireless acoustic sensor networks Gert Dekkers Fernando Rosas Steven Lauwereins Sreeraj Rajendran S. Pollin Bart Vanrumste Toon van Waterschoot Marian Verhelst P. Karsmakers 16 1 0 17 Dec 2018
Attending Category Disentangled Global Context for Image Classification Keke Tang Guodong Wei Runnan Chen Jie Zhu Zhaoquan Gu Wenping Wang 42 0 0 17 Dec 2018
Learning Student Networks via Feature Embedding Hanting Chen Yunhe Wang Chang Xu Chao Xu Dacheng Tao 71 96 0 17 Dec 2018
Deep Clustering Based on a Mixture of Autoencoders Shlomo E. Chazan Sharon Gannot Jacob Goldberger 43 39 0 16 Dec 2018
TET-GAN: Text Effects Transfer via Stylization and Destylization Shuai Yang Jiaying Liu Wenjing Wang Zongming Guo 83 51 0 16 Dec 2018
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection Nian Liu Junwei Han Ming-Hsuan Yang SSeg 99 103 0 15 Dec 2018
Hinted Networks J. Lamy-Poirier Anqi Xu 37 0 0 15 Dec 2018
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 148 247 0 15 Dec 2018
Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learning Hock Hung Chieng Noorhaniza Wahid P. Ong Sai Raj Kishore Perla 43 41 0 15 Dec 2018
A Parametric Top-View Representation of Complex Road Scenes Ziyan Wang Buyu Liu S. Schulter Manmohan Chandraker AI4TS 73 45 0 14 Dec 2018
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training Mahdi Abavisani Hamid Reza Vaezi Joze Vishal M. Patel 78 131 0 14 Dec 2018
Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI A. Curiale F. D. Colavecchia G. Mato 55 32 0 14 Dec 2018
Parameterization of Sequence of MFCCs for DNN-based voice disorder detection Tomasz Grzywalski Adam Maciaszek Adam Biniakowski Jan Orwat S. Drgas ... Riccardo Belluzzo Krzysztof Joachimiak Dawid Niemiec Jakub Ptaszynski Krzysztof Szarzynski 29 19 0 14 Dec 2018
Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk Anna Sergeevna Bosman 66 36 0 14 Dec 2018