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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
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization Kien Do T. Tran Svetha Venkatesh BDL 55 3 0 03 Dec 2020
MelGlow: Efficient Waveform Generative Network Based on Location-Variable Convolution Zhen Zeng Jianzong Wang Ning Cheng Jing Xiao 50 8 0 03 Dec 2020
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar Shashank Shailabh Milan Aggarwal Balaji Krishnamurthy 66 27 0 02 Dec 2020
Cross-Descriptor Visual Localization and Mapping Mihai Dusmanu O. Mikšík Johannes L. Schonberger Marc Pollefeys 76 27 0 02 Dec 2020
Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems C. Beck S. Becker Patrick Cheridito Arnulf Jentzen Ariel Neufeld 65 11 0 02 Dec 2020
PlueckerNet: Learn to Register 3D Line Reconstructions Liu Liu Hongdong Li Haodong Yao Ruyi Zha 3DPC 3DV 72 6 0 02 Dec 2020
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images Philipp Terhörst Daniel Fahrmann Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 99 37 0 02 Dec 2020
Improving Accuracy of Binary Neural Networks using Unbalanced Activation Distribution Hyungjun Kim Jihoon Park Chang-Ho Lee Jae-Joon Kim MQ 89 31 0 02 Dec 2020
Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery Zhengyang Wang Meng Liu Youzhi Luo Zhao Xu Yaochen Xie ... Lei Cai Q. Qi Zhuoning Yuan Tianbao Yang Shuiwang Ji 114 104 0 02 Dec 2020
Deep Multi-Scale Features Learning for Distorted Image Quality Assessment Wei Zhou Zhibo Chen 30 22 0 01 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 184 531 0 01 Dec 2020
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects D. Rozumnyi Martin R. Oswald V. Ferrari Jirí Matas Marc Pollefeys 3DH 137 31 0 01 Dec 2020
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes Damien Bouchabou S. Nguyen Christopher Lohr Benoit Leduc Ioannis Kanellos 73 31 0 01 Dec 2020
How to fine-tune deep neural networks in few-shot learning? Peng Peng Jiugen Wang 34 15 0 01 Dec 2020
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics Raghav Kansal Javier Mauricio Duarte B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopoulos GAN 85 24 0 30 Nov 2020
Multi-Modal Detection of Alzheimer's Disease from Speech and Text Amish Mittal Sourav Sahoo Arnhav Datar Juned Kadiwala H. Shalu Jimson Mathew 69 22 0 30 Nov 2020
Prototype-based Incremental Few-Shot Semantic Segmentation Fabio Cermelli Massimiliano Mancini Yongqin Xian Zeynep Akata Barbara Caputo VLM CLL 83 25 0 30 Nov 2020
Unsupervised Deep Video Denoising D. Y. Sheth S. Mohan Joshua L. Vincent R. Manzorro Peter A Crozier Mitesh M. Khapra Eero P. Simoncelli C. Fernandez‐Granda VGen 82 63 0 30 Nov 2020
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm T. Bai Biling Wang D. Nguyen Steve B. Jiang OOD 47 32 0 30 Nov 2020
Sparse-View Spectral CT Reconstruction Using Deep Learning Wail Mustafa C. Kehl U. L. Olsen Søren Kimmer Schou Gregersen David Malmgren-Hansen J. Kehres A. Dahl 49 10 0 30 Nov 2020
Meta Batch-Instance Normalization for Generalizable Person Re-Identification Seokeon Choi Taekyung Kim Minki Jeong Hyoungseob Park Changick Kim OOD 101 135 0 30 Nov 2020
Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training Shuai Zhao Liguang Zhou Wenxiao Wang D. Cai Tin Lun Lam Yangsheng Xu 110 32 0 30 Nov 2020
FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints S. Yun A. Wong MQ 29 2 0 30 Nov 2020
Where Should We Begin? A Low-Level Exploration of Weight Initialization Impact on Quantized Behaviour of Deep Neural Networks S. Yun A. Wong MQ 51 4 0 30 Nov 2020
Architectural Adversarial Robustness: The Case for Deep Pursuit George Cazenavette Calvin Murdock Simon Lucey AAML 76 23 0 29 Nov 2020
There and Back Again: Learning to Simulate Radar Data for Real-World Applications Rob Weston Oiwi Parker Jones Ingmar Posner 89 20 0 29 Nov 2020
Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks Pengtao Xu Jian Cao Fanhua Shang Wenyu Sun Pu Li 3DPC 35 26 0 29 Nov 2020
An Features Extraction and Recognition Method for Underwater Acoustic Target Based on ATCNN Gang Hu Ke-jun Wang Liangliang Liu 34 6 0 29 Nov 2020
EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference Thierry Tambe Coleman Hooper Lillian Pentecost Tianyu Jia En-Yu Yang ... Victor Sanh P. Whatmough Alexander M. Rush David Brooks Gu-Yeon Wei 141 126 0 28 Nov 2020
Lattice Fusion Networks for Image Denoising Seyedroohollah Hosseini 40 0 0 28 Nov 2020
Batch Normalization with Enhanced Linear Transformation Yuhui Xu Lingxi Xie Cihang Xie Jieru Mei Siyuan Qiao Wei Shen H. Xiong Alan Yuille 125 0 0 28 Nov 2020
FreezeNet: Full Performance by Reduced Storage Costs Paul Wimmer Jens Mehnert Alexandru Paul Condurache 79 13 0 28 Nov 2020
Efficient Attention Network: Accelerate Attention by Searching Where to Plug Zhongzhan Huang Senwei Liang Mingfu Liang Wei He Haizhao Yang 56 12 0 28 Nov 2020
Connecting Context-specific Adaptation in Humans to Meta-learning Rachit Dubey Erin Grant Michael Luo Karthik Narasimhan Thomas Griffiths 114 4 0 27 Nov 2020
PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network Zhiyao Xie Haoxing Ren Brucek Khailany Ye Sheng Santosh Santosh Jiang Hu Yiran Chen 33 72 0 26 Nov 2020
Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal Heatmaps Mattia Segu Federico Pirovano Gianmario Fumagalli Amedeo Fabris 66 2 0 26 Nov 2020
Generalization in Reinforcement Learning by Soft Data Augmentation Nicklas Hansen Xiaolong Wang OffRL 136 175 0 26 Nov 2020
3DSNet: Unsupervised Shape-to-Shape 3D Style Transfer Mattia Segu Margarita Grinvald Roland Siegwart Federico Tombari 3DPC 114 21 0 26 Nov 2020
TinaFace: Strong but Simple Baseline for Face Detection Yanjia Zhu Hongxiang Cai Shuhan Zhang Chenhao Wang Yichao Xiong CVBM 139 86 0 26 Nov 2020
Regularization with Latent Space Virtual Adversarial Training Genki Osada Budrul Ahsan Revoti Prasad Bora Takashi Nishide 87 14 0 26 Nov 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 108 28 0 25 Nov 2020
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections Christian Schiffer Katrin Amunts Stefan Harmeling Timo Dickscheid 74 11 0 25 Nov 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 149 483 0 25 Nov 2020
Deep Learning-based Resource Allocation For Device-to-Device Communication Woongsup Lee R. Schober 58 43 0 25 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 116 125 0 25 Nov 2020
Batch Normalization Embeddings for Deep Domain Generalization Mattia Segu A. Tonioni Federico Tombari OOD AI4CE 134 137 0 25 Nov 2020
Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning Hangyu Zhu Rui Wang Yaochu Jin K. Liang Jianting Ning FedML 94 49 0 25 Nov 2020
Multi-Domain Adversarial Feature Generalization for Person Re-Identification Shan Lin Chang-Tsun Li Alex C. Kot OOD 74 61 0 25 Nov 2020
Learning Curves for Drug Response Prediction in Cancer Cell Lines A. Partin Thomas Brettin Yvonne A. Evrard Yitan Zhu H. Yoo ... Austin R. Clyde Maulik Shukla Michael Fonstein J. Doroshow Rick L. Stevens 77 20 0 25 Nov 2020
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 118 1,108 0 25 Nov 2020