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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
Video Segmentation Learning Using Cascade Residual Convolutional Neural Network D. F. S. Santos R. G. Pires Danilo Colombo João Paulo Papa VOS 44 3 0 20 Dec 2022
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks D. F. S. Santos R. G. Pires Danilo Colombo João Paulo Papa 40 3 0 20 Dec 2022
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications Francisco Mena Diego Arenas Marlon Nuske Andreas Dengel 73 4 0 20 Dec 2022
Visual Transformers for Primates Classification and Covid Detection Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 76 11 0 20 Dec 2022
Generalizing Multimodal Variational Methods to Sets Jinzhao Zhou Yiqun Duan Zhihong Chen Yu-Cheng Chang Chin-Teng Lin DRL 84 0 0 19 Dec 2022
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 91 13 0 19 Dec 2022
Material Property Prediction using Graphs based on Generically Complete Isometry Invariants Jonathan Balasingham Viktor Zamaraev Vitaliy Kurlin 67 5 0 19 Dec 2022
Interactive Cartoonization with Controllable Perceptual Factors Namhyuk Ahn Patrick Kwon Jihye Back Kibeom Hong Seungkwon Kim DiffM 81 7 0 19 Dec 2022
Fixed-Weight Difference Target Propagation Tatsukichi Shibuya Nakamasa Inoue Rei Kawakami Ikuro Sato AAML 72 4 0 19 Dec 2022
Multimodal CNN Networks for Brain Tumor Segmentation in MRI: A BraTS 2022 Challenge Solution Ramy A. Zeineldin Mohamed E. Karar Oliver Burgert Franziska Mathis-Ullrich 54 32 0 19 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 53 27 0 19 Dec 2022
Automated Optical Inspection of FAST's Reflector Surface using Drones and Computer Vision Jianan Li Shenwang Jiang Liqiang Song Peiran Peng Feng Mu Hui Li P. Jiang Tingfa Xu 59 12 0 18 Dec 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning Zhecheng Yuan Zhengrong Xue Bo Yuan Xueqian Wang Yi Wu Yang Gao Huazhe Xu SSL OffRL 120 74 0 17 Dec 2022
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy Long Lian Zhirong Wu Stella X. Yu VOS 70 0 0 17 Dec 2022
FSCNN: A Fast Sparse Convolution Neural Network Inference System Bo Ji Tianyi Chen 72 3 0 17 Dec 2022
Huruf: An Application for Arabic Handwritten Character Recognition Using Deep Learning M. Kamal Fairuz Shaiara Chowdhury Mohammad Abdullah Sabbir Ahmed Tasnim Ahmed M. H. Kabir 74 9 0 16 Dec 2022
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu AI4TS 95 25 0 16 Dec 2022
Neural Enhanced Belief Propagation for Multiobject Tracking Mingchao Liang Florian Meyer VOT 88 27 0 16 Dec 2022
Location-aware Adaptive Normalization: A Deep Learning Approach For Wildfire Danger Forecasting Mohamad Hakam Shams Eddin R. Roscher Juergen Gall 90 11 0 16 Dec 2022
Asymptotic Analysis of Deep Residual Networks R. Cont Alain Rossier Renyuan Xu 51 4 0 15 Dec 2022
Real-Time Neural Light Field on Mobile Devices Junli Cao Huan Wang Pavlo Chemerys V. Shakhrai Ju Hu Yun Fu Denys Makoviichuk Sergey Tulyakov Jian Ren 3DH 74 51 0 15 Dec 2022
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation Royson Lee Rui Li Stylianos I. Venieris Timothy M. Hospedales Ferenc Huszár Nicholas D. Lane SupR 53 5 0 15 Dec 2022
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 117 12 0 15 Dec 2022
DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients Rémi Pautrat Dániel Baráth Viktor Larsson Martin R. Oswald Marc Pollefeys 134 58 0 15 Dec 2022
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor Andrea Mattia Garavagno D. Leonardis A. Frisoli 112 1 0 15 Dec 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels Nam-Won Kim S. Hwang Suha Kwak 78 3 0 15 Dec 2022
Low-Variance Forward Gradients using Direct Feedback Alignment and Momentum Florian Bacho Dominique F. Chu 72 8 0 14 Dec 2022
Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification Oben Özgür Arwa Rekik I. Rekik MedIm 73 0 0 14 Dec 2022
Shared Coupling-bridge for Weakly Supervised Local Feature Learning Jiayu Sun Jie Zhu Luping Ji 73 6 0 14 Dec 2022
POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series Classification Andrea Falanti Eugenio Lomurno Danilo Ardagna Matteo Matteucci AI4TS 79 11 0 13 Dec 2022
Jointly Learning Visual and Auditory Speech Representations from Raw Data A. Haliassos Pingchuan Ma Rodrigo Mira Stavros Petridis Maja Pantic SSL 94 49 0 12 Dec 2022
Synthetic Image Data for Deep Learning Jason W. Anderson Marcin Ziolkowski Ken E. Kennedy A. Apon 38 5 0 12 Dec 2022
Instance-Conditional Timescales of Decay for Non-Stationary Learning Nishant Jain Pradeep Shenoy 98 4 0 12 Dec 2022
A Hybrid Brain-Computer Interface Using Motor Imagery and SSVEP Based on Convolutional Neural Network Wen-Lin Luo Wanguang Yin Quanying Liu Youzhi Qu 66 6 0 10 Dec 2022
MAGVIT: Masked Generative Video Transformer Lijun Yu Yong Cheng Kihyuk Sohn José Lezama Han Zhang ... Alexander G. Hauptmann Ming-Hsuan Yang Yuan Hao Irfan Essa Lu Jiang DiffM VGen 123 249 0 10 Dec 2022
TargetCall: Eliminating the Wasted Computation in Basecalling via Pre-Basecalling Filtering Meryem Banu Cavlak Gagandeep Singh M. Alser Can Firtina Joel Lindegger Mohammad Sadrosadati Nika Mansouri-Ghiasi C. Alkan O. Mutlu 87 11 0 09 Dec 2022
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks Shiyu Liu Rohan Ghosh John Tan Chong Min Mehul Motani 85 0 0 09 Dec 2022
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding Minh-Long Luu Zeyi Huang Eric P. Xing Yong Jae Lee Haohan Wang AAML 83 2 0 09 Dec 2022
Is Bio-Inspired Learning Better than Backprop? Benchmarking Bio Learning vs. Backprop Manas Gupta Sarthak Ketanbhai Modi Hang Zhang Joon Hei Lee J. Lim 92 7 0 09 Dec 2022
Learning Options via Compression Yiding Jiang Emmy Liu Benjamin Eysenbach Zico Kolter Chelsea Finn OffRL 95 15 0 08 Dec 2022
Effective Dynamics of Generative Adversarial Networks S. Durr Youssef Mroueh Yuhai Tu Shenshen Wang GAN 62 5 0 08 Dec 2022
Generating Holistic 3D Human Motion from Speech Hongwei Yi Hualin Liang Yifei Liu Qiong Cao Yandong Wen Timo Bolkart Dacheng Tao Michael J. Black SLR 119 151 0 08 Dec 2022
A Novel Hierarchical-Classification-Block Based Convolutional Neural Network for Source Camera Model Identification Mohammad Zunaed S. Fattah 18 2 0 08 Dec 2022
CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework Shikhar Tuli Chia-Hao Li Ritvik Sharma N. Jha 85 15 0 07 Dec 2022
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve Juhan Bae Michael Ruogu Zhang Michael Ruan Eric Wang S. Hasegawa Jimmy Ba Roger C. Grosse DRL 91 17 0 07 Dec 2022
ViTPose++: Vision Transformer for Generic Body Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 187 46 0 07 Dec 2022
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy Gihun Lee Sangmook Kim Joonkee Kim Se-Young Yun MedIm 65 20 0 07 Dec 2022
Bi-LSTM Price Prediction based on Attention Mechanism Jiashu Lou Leyi Cui Ye Li AI4TS 11 3 0 07 Dec 2022
Slimmable Pruned Neural Networks Hideaki Kuratsu Atsuyoshi Nakamura 109 2 0 07 Dec 2022
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers Yang Li Haiyu Dong Zuliang Fang Jonathan A. Weyn Pete Luferenko 123 5 0 06 Dec 2022