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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
Opinion Fraud Detection via Neural Autoencoder Decision Forest Manqing Dong Lina Yao Xianzhi Wang B. Benatallah Chaoran Huang Xiaodong Ning 54 57 0 09 May 2018
PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening Xiangyu Liu Huanyu Zhou Qizhi Xu Xiangyu Liu Yunhong Wang GAN 58 224 0 09 May 2018
The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing Zheng Xu Xitong Yang Xue Li Xiaoshuai Sun 44 17 0 08 May 2018
Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering Joseph Y. Cheng Feiyu Chen M. Alley John M. Pauly S. Vasanawala 96 43 0 08 May 2018
A Memory Network Approach for Story-based Temporal Summarization of 360° Videos Sangho Lee Jinyoung Sung Youngjae Yu Gunhee Kim 112 68 0 08 May 2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation Saeid Asgari Taghanaki Yefeng Zheng S. Kevin Zhou Bogdan Georgescu Puneet Sharma Daguang Xu Dorin Comaniciu Ghassan Hamarneh 101 341 0 08 May 2018
Label Refinery: Improving ImageNet Classification through Label Progression Hessam Bagherinezhad Maxwell Horton Mohammad Rastegari Ali Farhadi 79 190 0 07 May 2018
Sharp Attention Network via Adaptive Sampling for Person Re-identification Chen Shen Guo-Jun Qi Rongxin Jiang Zhongming Jin Hongwei Yong Yao-wu Chen Xiansheng Hua 117 38 0 07 May 2018
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach Tasnim Mohiuddin Shafiq Joty T. Nguyen 116 42 0 06 May 2018
Image Based Fashion Product Recommendation with Deep Learning Hessel Tuinhof C. Pirker Markus Haltmeier VLM 3DH 50 65 0 06 May 2018
Transfer Learning of Artist Group Factors to Musical Genre Classification Jaehun Kim Minz Won Xavier Serra Cynthia C. S. Liem 65 17 0 05 May 2018
Weakly-supervised Visual Instrument-playing Action Detection in Videos Jen-Yu Liu Yi-Hsuan Yang Shyh-Kang Jeng 49 13 0 05 May 2018
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steel Brian L. DeCost Bo Lei T. Francis Elizabeth A. Holm AI4CE 44 144 0 04 May 2018
Unsupervised learning for concept detection in medical images: a comparative analysis Eduardo Pinho C. Costa SSL 38 12 0 04 May 2018
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe Jiong Gong Haihao Shen Guoming Zhang Xiaoli Liu Shane Li Ge Jin Niharika Maheshwari Evarist Fomenko Eden Segal BDL MQ 52 33 0 04 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 99 40 0 03 May 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks Adji Bousso Dieng Rajesh Ranganath Jaan Altosaar David M. Blei 73 22 0 03 May 2018
InceptB: A CNN Based Classification Approach for Recognizing Traditional Bengali Games M. S. Islam Ferdouse Ahmed Foysal Nafis Neehal Enamul Karim Syed Akhter Hossain 32 23 0 03 May 2018
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 216 155 0 03 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition Yunlong Ma Chunyan Wang 32 3 0 03 May 2018
Semantic segmentation of mFISH images using convolutional networks Esteban Pardo José F. M. Morgado N. Malpica 37 23 0 03 May 2018
MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis Hyojin Park Y. Yoo Nojun Kwak GAN 134 59 0 03 May 2018
Vision-based Structural Inspection using Multiscale Deep Convolutional Neural Networks Vedhus Hoskere Y. Narazaki T. Hoang B. Spencer 31 87 0 02 May 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 207 1,371 0 02 May 2018
Learnable PINs: Cross-Modal Embeddings for Person Identity Arsha Nagrani Samuel Albanie Andrew Zisserman SSL 138 142 0 02 May 2018
Text to Image Synthesis Using Generative Adversarial Networks Cristian Bodnar GAN 67 34 0 02 May 2018
Object Detection and Classification in Occupancy Grid Maps using Deep Convolutional Networks Sascha Wirges Tom Fischer Jesus Balado Frias Christoph Stiller 72 65 0 02 May 2018
Text-Independent Speaker Verification Using Long Short-Term Memory Networks Aryan Mobiny Mohammad Najarian 69 16 0 02 May 2018
Generating Synthetic X-ray Images of a Person from the Surface Geometry Brian Teixeira V. Singh Terrence Chen Kai Ma Birgi Tamersoy Yifan Wu Elena Balashova Dorin Comaniciu 3DH MedIm 85 28 0 01 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 299 297 0 01 May 2018
Semantic Binary Segmentation using Convolutional Networks without Decoders Shubhra Aich William van der Kamp Ian Stavness 3DV 77 33 0 01 May 2018
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation Sara Ross-Howe H. R. Tizhoosh 13 13 0 30 Apr 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 289 689 0 30 Apr 2018
Sampling strategies in Siamese Networks for unsupervised speech representation learning Rachid Riad Corentin Dancette Julien Karadayi Neil Zeghidour Thomas Schatz Emmanuel Dupoux SSL 64 28 0 30 Apr 2018
Automatic Documentation of ICD Codes with Far-Field Speech Recognition Albert Haque Corinna Fukushima 32 0 0 30 Apr 2018
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval Lin Wu Yang Wang Ling Shao GAN 94 232 0 30 Apr 2018
SHADE: Information Based Regularization for Deep Learning Michael Blot Thomas Robert Nicolas Thome Matthieu Cord 68 12 0 29 Apr 2018
Imbalanced Deep Learning by Minority Class Incremental Rectification Qi Dong S. Gong Xiatian Zhu 80 329 0 28 Apr 2018
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization R. Abreu J. Santos Eduardo Bezerra 28 8 0 28 Apr 2018
Spiking Deep Residual Network Yang‐Zhi Hu Huajin Tang Gang Pan 204 77 0 28 Apr 2018
k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks Yiming Xu Diego Klabjan 59 1 0 27 Apr 2018
A generalizable approach for multi-view 3D human pose regression A. Kadkhodamohammadi N. Padoy 3DH 82 78 0 27 Apr 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 100 509 0 27 Apr 2018
Deep learning approach to Fourier ptychographic microscopy Thanh Nguyen Yujia Xue Yunzhe Li Lei Tian G. Nehmetallah 68 28 0 27 Apr 2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach S. Garg Irina Rish Guillermo Cecchi Palash Goyal Sarik Ghazarian Shuyang Gao Greg Ver Steeg Aram Galstyan 84 0 0 26 Apr 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 106 148 0 26 Apr 2018
Force Estimation from OCT Volumes using 3D CNNs N. Gessert Jens Beringhoff Christoph Otte Alexander Schlaefer 63 28 0 26 Apr 2018
SegMap: 3D Segment Mapping using Data-Driven Descriptors Renaud Dubé Andrei Cramariuc Daniel Dugas Juan I. Nieto Roland Siegwart Cesar Cadena 3DPC 56 158 0 25 Apr 2018
Unsupervised Disentangled Representation Learning with Analogical Relations Ziyue Li Yongchuan Tang Yongxing He GAN 76 14 0 25 Apr 2018
On the effectiveness of task granularity for transfer learning F. Mahdisoltani Guillaume Berger W. Gharbieh David Fleet Roland Memisevic 62 59 0 24 Apr 2018