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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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Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks Jia Guo Chenyang Yang SSL 33 1 0 29 Jan 2020
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Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 292 290 0 25 Jan 2020
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation Juan Miguel Valverde Artem Shatillo Riccardo De Feo O. Gröhn Alejandra Sierra Jussi Tohka MedIm 44 21 0 24 Jan 2020
No Routing Needed Between Capsules Adam Byerly T. Kalganova I. Dear 131 68 0 24 Jan 2020
Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls O. Kirsebom F. Frazão Y. Simard N. Roy Stan Matwin Samuel Giard 36 41 0 24 Jan 2020
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Automatic phantom test pattern classification through transfer learning with deep neural networks Rafael B. Fricks Justin Solomon Ehsan Samei MedIm 32 0 0 22 Jan 2020
A Deep Learning Algorithm for High-Dimensional Exploratory Item Factor Analysis Christopher J. Urban Daniel J. Bauer BDL 94 33 0 22 Jan 2020
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures M. Seddik Cosme Louart M. Tamaazousti Romain Couillet 79 67 0 21 Jan 2020
ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network Nathanaël Carraz Rakotonirina Andry Rasoanaivo GAN SupR 90 147 0 21 Jan 2020
A Comprehensive Study on Temporal Modeling for Online Action Detection Wen Wang Xiaojiang Peng Yu Qiao Jian Cheng 48 2 0 21 Jan 2020
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske G. Saon Kartik Audhkhasi Brian Kingsbury BDL 104 69 0 20 Jan 2020
The benefits of synthetic data for action categorization Mohamad Ballout Mohammad Tuqan Daniel C. Asmar Elie A. Shammas George E. Sakr 39 6 0 20 Jan 2020
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A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 78 43 0 18 Jan 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 81 67 0 17 Jan 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 147 632 0 17 Jan 2020
Temporal Interlacing Network Hao Shao Shengju Qian Yu Liu 70 94 0 17 Jan 2020
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks Henrique Siqueira S. Magg S. Wermter CVBM 69 127 0 17 Jan 2020
Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning Wilhelm Kirchgässner Oliver Wallscheid J. Böcker 41 70 0 17 Jan 2020
Masking schemes for universal marginalisers Divya Gautam Maria Lomeli Kostis Gourgoulias D. Thompson Saurabh Johri 83 1 0 16 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search Xiangxiang Chu Shun Lu Xudong Li Bo Zhang 106 22 0 16 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination Tianhao Li Limin Wang VGen 68 57 0 16 Jan 2020
Delving Deeper into the Decoder for Video Captioning Haoran Chen Jianmin Li Xiaolin Hu 73 35 0 16 Jan 2020
Invertible Generative Modeling using Linear Rational Splines H. M. Dolatabadi S. Erfani C. Leckie 130 65 0 15 Jan 2020
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning D. Hwang Suntae Kim Nicolas Monet Hideki Koike Soonmin Bae 3DH 72 39 0 15 Jan 2020
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Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer Ori Press Tomer Galanti Sagie Benaim Lior Wolf 105 48 0 14 Jan 2020
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Quantisation and Pruning for Neural Network Compression and Regularisation Kimessha Paupamah Steven D. James Richard Klein 38 23 0 14 Jan 2020
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Natural Image Matting via Guided Contextual Attention Yaoyi Li Hongtao Lu 82 169 0 13 Jan 2020
Fine-grained Image-to-Image Transformation towards Visual Recognition Wei Xiong Yutong He Yixuan Zhang Wenhan Luo Lin Ma Jiebo Luo CVBM 95 26 0 12 Jan 2020