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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
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An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 86 36 0 02 Jul 2020
Deep Learning Methods for Universal MISO Beamforming Junbeom Kim Hoon Lee Seung‐Eun Hong Seok-Hwan Park 48 54 0 02 Jul 2020
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks H. H. Mao BDL SSL 72 50 0 01 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 176 337 0 01 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 163 549 0 01 Jul 2020
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance Dominik Rivoir S. Bodenstedt Isabel Funke F. Bechtolsheim Marius Distler Jürgen Weitz Stefanie Speidel 142 25 0 01 Jul 2020
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes Timothée Lesort CLL 85 22 0 01 Jul 2020
Adaptive Procedural Task Generation for Hard-Exploration Problems Kuan Fang Yuke Zhu Silvio Savarese Li Fei-Fei 78 26 0 01 Jul 2020
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture Tiange Xiang Chaoyi Zhang Dongnan Liu Yang Song Heng-Chiao Huang Weidong (Tom) Cai SSeg 70 82 0 01 Jul 2020
Personalization of Hearing Aid Compression by Human-In-Loop Deep Reinforcement Learning N. Alamdari E. Lobarinas N. Kehtarnavaz 36 18 0 01 Jul 2020
Group Equivariant Deep Reinforcement Learning Arnab Kumar Mondal Pratheeksha Nair Kaleem Siddiqi 63 34 0 01 Jul 2020
Regularly Updated Deterministic Policy Gradient Algorithm Shuai Han Wenbo Zhou Shuai Lu Jiayu Yu 27 22 0 01 Jul 2020
Subject-Aware Contrastive Learning for Biosignals Joseph Y. Cheng Hanlin Goh Kaan Dogrusoz Oncel Tuzel Erdrin Azemi SSL 70 112 0 30 Jun 2020
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars Abhinav Sagar Rajkumar Soundrapandiyan SSeg 104 31 0 30 Jun 2020
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Deep Isometric Learning for Visual Recognition Haozhi Qi Chong You Xinyu Wang Yi-An Ma Jitendra Malik VLM 102 55 0 30 Jun 2020
Improving robustness against common corruptions by covariate shift adaptation Steffen Schneider E. Rusak L. Eck Oliver Bringmann Wieland Brendel Matthias Bethge VLM 112 486 0 30 Jun 2020
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network Boyun Li Yuanbiao Gou Shuhang Gu Jerry Liu Qiufeng Wang Xi Peng 78 205 0 30 Jun 2020
Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images Qunliang Xing Mai Xu Tianyi Li Zhenyu Guan 95 51 0 30 Jun 2020
Accelerating Binarized Neural Networks via Bit-Tensor-Cores in Turing GPUs Ang Li Simon Su MQ 85 35 0 30 Jun 2020
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation W. Adorno Angela Yi Marcel Durieux Donald Brown 13 4 0 30 Jun 2020
Efficient Continuous Pareto Exploration in Multi-Task Learning Pingchuan Ma Tao Du Wojciech Matusik 82 90 0 29 Jun 2020
VAE-KRnet and its applications to variational Bayes Xiaoliang Wan Shuangqing Wei BDL DRL 93 13 0 29 Jun 2020
Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification Xingyang Ni H. Huttunen CVBM 43 20 0 29 Jun 2020
Ultra2Speech -- A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images Pramit Saha Yadong Liu B. Gick S. Fels 39 12 0 29 Jun 2020
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion Hung Nghiep Tran Atsuhiro Takasu 52 9 0 29 Jun 2020
Data-Driven Discovery of Molecular Photoswitches with Multioutput Gaussian Processes Ryan-Rhys Griffiths Jake L. Greenfield Aditya R. Thawani Arian R. Jamasb Henry B. Moss Anthony Bourached Penelope Jones William McCorkindale Alexander A. Aldrick Matthew J. Fuchter Alpha A. Lee 100 14 0 28 Jun 2020
Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning Lionel Blondé Pablo Strasser Alexandros Kalousis 90 22 0 28 Jun 2020
A Survey on Instance Segmentation: State of the art A. M. Hafiz G. M. Bhat SSeg ISeg 100 442 0 28 Jun 2020
SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy Emanuele Dalsasso Xiangli Yang L. Denis F. Tupin Wen Yang 94 55 0 28 Jun 2020
Enhancement of a CNN-Based Denoiser Based on Spatial and Spectral Analysis Rui Zhao K. Lam D. Lun 59 8 0 28 Jun 2020
1st Place Solution for Waymo Open Dataset Challenge -- 3D Detection and Domain Adaptation Zhuangzhuang Ding Yihan Hu Runzhou Ge Li Huang Sijia Chen Yu Wang Jie Liao 3DPC 76 28 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 68 92 0 28 Jun 2020
Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang 72 28 0 28 Jun 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification Tomer Golany Daniel Freedman Kira Radinsky GAN 57 71 0 27 Jun 2020
On the Generalization Benefit of Noise in Stochastic Gradient Descent Samuel L. Smith Erich Elsen Soham De MLT 62 100 0 26 Jun 2020
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Supermasks in Superposition Mitchell Wortsman Vivek Ramanujan Rosanne Liu Aniruddha Kembhavi Mohammad Rastegari J. Yosinski Ali Farhadi SSL CLL 133 298 0 26 Jun 2020
Deepfake Detection using Spatiotemporal Convolutional Networks Oscar de Lima Sean Franklin Shreshtha Basu Blake Karwoski A. George 3DPC 78 114 0 26 Jun 2020
The Gaussian equivalence of generative models for learning with shallow neural networks Sebastian Goldt Bruno Loureiro Galen Reeves Florent Krzakala M. Mézard Lenka Zdeborová BDL 114 107 0 25 Jun 2020
Global Convergence and Generalization Bound of Gradient-Based Meta-Learning with Deep Neural Nets Haoxiang Wang Ruoyu Sun Bo Li MLT AI4CE 95 14 0 25 Jun 2020
Tensor Programs II: Neural Tangent Kernel for Any Architecture Greg Yang 146 139 0 25 Jun 2020
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung Alexandr G. Rassadin MedIm 88 8 0 25 Jun 2020