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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
Learning to match transient sound events using attentional similarity for few-shot sound recognition Szu-Yu Chou Kai-Hsiang Cheng J. Jang Yi-Hsuan Yang 104 59 0 04 Dec 2018
Prototype-based Neural Network Layers: Incorporating Vector Quantization S. Saralajew Lars Holdijk Maike Rees T. Villmann MQ 61 15 0 04 Dec 2018
Deep Generative Modeling of LiDAR Data Lucas Caccia H. V. Hoof Aaron Courville Joelle Pineau 3DPC 244 76 0 04 Dec 2018
Learning to Predict Ego-Vehicle Poses for Sampling-Based Nonholonomic Motion Planning Holger Banzhaf Paul Sanzenbacher Ulrich Baumann Johann Marius Zöllner 52 20 0 03 Dec 2018
MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language Hamid Reza Vaezi Joze Oscar Koller SLR 89 254 0 03 Dec 2018
Comparing Neural- and N-Gram-Based Language Models for Word Segmentation Yerai Doval Carlos Gómez-Rodríguez 60 31 0 03 Dec 2018
Disentangling Adversarial Robustness and Generalization David Stutz Matthias Hein Bernt Schiele AAML OOD 319 285 0 03 Dec 2018
Knowledge Distillation with Feature Maps for Image Classification Wei-Chun Chen Chia-Che Chang Chien-Yu Lu Che-Rung Lee 61 36 0 03 Dec 2018
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization Siyuan Qiao Zhe Lin Jianming Zhang Alan Yuille 63 23 0 02 Dec 2018
Anchor Box Optimization for Object Detection Yuanyi Zhong Jianfeng Wang Jian Peng Lei Zhang ObjD 86 84 0 02 Dec 2018
Pedestrian Detection with Autoregressive Network Phases Garrick Brazil Xiaoming Liu 88 73 0 02 Dec 2018
Investigating performance of neural networks and gradient boosting models approximating microscopic traffic simulations in traffic optimization tasks P. Góra M. Brzeski Marcin Mo.zejko Arkadiusz Klemenko A. Kochanski 32 6 0 02 Dec 2018
Cross-Modulation Networks for Few-Shot Learning Hugo Prol Vincent Dumoulin Luis Herranz 71 15 0 01 Dec 2018
Learning Speaker Representations with Mutual Information Mirco Ravanelli Yoshua Bengio SSL DRL 105 91 0 01 Dec 2018
On Compressing U-net Using Knowledge Distillation K. Mangalam Mathieu Salzamann AI4CE 62 17 0 01 Dec 2018
InGAN: Capturing and Remapping the "DNA" of a Natural Image Assaf Shocher Shai Bagon Phillip Isola Michal Irani GAN 88 11 0 01 Dec 2018
Deep Learning Application in Security and Privacy -- Theory and Practice: A Position Paper Julia A. Meister Raja Naeem Akram K. Markantonakis 44 0 0 01 Dec 2018
Online Abstraction with MDP Homomorphisms for Deep Learning Ondrej Biza Robert Platt OffRL 73 23 0 30 Nov 2018
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 115 200 0 30 Nov 2018
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network Guilherme Aresta Colin Jacobs Teresa Araújo António Cunha Isabel Ramos Bram van Ginneken A. Campilho 31 77 0 30 Nov 2018
TextMountain: Accurate Scene Text Detection via Instance Segmentation Yixing Zhu Jun Du 95 109 0 30 Nov 2018
Measure, Manifold, Learning, and Optimization: A Theory Of Neural Networks Shuai Li 97 2 0 30 Nov 2018
Model-blind Video Denoising Via Frame-to-frame Training T. Ehret Axel Davy Jean-Michel Morel Gabriele Facciolo Pablo Arias 145 82 0 30 Nov 2018
Non-Local Video Denoising by CNN Axel Davy T. Ehret Jean-Michel Morel Pablo Arias Gabriele Facciolo 71 38 0 30 Nov 2018
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 103 79 0 30 Nov 2018
Learning Dynamics from Kinematics: Estimating 2D Foot Pressure Maps from Video Frames Christopher Funk Savinay Nagendra J. Scott Bharadwaj Ravichandran J. Challis R. Collins Yanxi Liu 3DH 80 9 0 30 Nov 2018
Parsing R-CNN for Instance-Level Human Analysis Lu Yang Q. Song Zhihui Wang Ming Jiang SSeg 131 123 0 30 Nov 2018
Eigenvalue Corrected Noisy Natural Gradient Juhan Bae Guodong Zhang Roger C. Grosse 100 18 0 30 Nov 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 175 1,279 0 30 Nov 2018
Deep Multi-Agent Reinforcement Learning with Relevance Graphs Aleksandra Malysheva Tegg Taekyong Sung Chae-Bong Sohn D. Kudenko A. Shpilman 72 43 0 30 Nov 2018
On Implicit Filter Level Sparsity in Convolutional Neural Networks Dushyant Mehta K. Kim Christian Theobalt 84 28 0 29 Nov 2018
Grid R-CNN Xin Lu Buyu Li Yuxin Yue Quanquan Li Junjie Yan ObjD 65 385 0 29 Nov 2018
MOBIUS: Model-Oblivious Binarized Neural Networks Hiromasa Kitai Jason Paul Cruz Naoto Yanai Naohisa Nishida Tatsumi Oba Yuji Unagami Tadanori Teruya Nuttapong Attrapadung Takahiro Matsuda Goichiro Hanaoka 56 7 0 29 Nov 2018
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks Kazuki Osawa Yohei Tsuji Yuichiro Ueno Akira Naruse Rio Yokota Satoshi Matsuoka ODL 120 95 0 29 Nov 2018
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Xiang Gao Wei Hu Jiaxiang Tang Jiaying Liu Zongming Guo 3DH GNN 86 23 0 29 Nov 2018
Deep learning for pedestrians: backpropagation in CNNs L. Boué 3DV PINN 43 4 0 29 Nov 2018
Joint Correction of Attenuation and Scatter Using Deep Convolutional Neural Networks (DCNN) for Time-of-Flight PET Jaewon Yang Dookun Park J. Sohn Z. J. Wang G. Gullberg Youngho Seo 20 69 0 28 Nov 2018
Unsupervised Meta-Learning For Few-Shot Image Classification Siavash Khodadadeh Ladislau Bölöni M. Shah SSL VLM 74 140 0 28 Nov 2018
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 81 1,015 0 28 Nov 2018
Partial Convolution based Padding Guilin Liu Kevin J. Shih Ting-Chun Wang F. Reda Karan Sapra Zhiding Yu Andrew Tao Bryan Catanzaro VLM 96 91 0 28 Nov 2018
Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network Bora Baydar Savas Ozkan G. Akar GAN MedIm 27 0 0 28 Nov 2018
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts E. Tutubalina Z. Miftahutdinov Sergey I. Nikolenko Valentin Malykh MedIm 55 83 0 28 Nov 2018
Image Reconstruction with Predictive Filter Flow Shu Kong Charless C. Fowlkes SupR 117 13 0 28 Nov 2018
Neural Sign Language Translation based on Human Keypoint Estimation Sang-Ki Ko Chang Jo Kim Hyedong Jung Choongsang Cho SLR 113 213 0 28 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 89 400 0 28 Nov 2018
Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network Antônio H. Ribeiro Manoel Horta Ribeiro Gabriela M. M. Paixão D. Oliveira P. R. Gomes Jéssica A. Canazart M. Pifano Wagner Meira Thomas B. Schon A. L. Ribeiro 44 8 0 28 Nov 2018
Spectral Feature Transformation for Person Re-identification Chuanchen Luo Yuntao Chen Naiyan Wang Zhaoxiang Zhang 111 124 0 28 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 110 210 0 28 Nov 2018
A Compact Embedding for Facial Expression Similarity Raviteja Vemulapalli A. Agarwala CVBM 59 94 0 27 Nov 2018
CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss Blaine Rister Darvin Yi K. Shivakumar Tomomi W. Nobashi D. Rubin OOD 49 11 0 27 Nov 2018