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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
Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization You Li Xin Hu Y. Zhuang Zhouzheng Gao Peng Zhang N. El-Sheimy OffRL 71 82 0 09 Apr 2020
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Multi-Person Absolute 3D Human Pose Estimation with Weak Depth Supervision M. Véges András Lőrincz 3DH 83 16 0 08 Apr 2020
Attentive Normalization for Conditional Image Generation Yi Wang Ying-Cong Chen Xinming Zhang Jian Sun Jiaya Jia GAN 95 34 0 08 Apr 2020
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yugen Yi Wenle Wang Buer Chen Changqi Fan SSeg 97 323 0 07 Apr 2020
Semantic Image Manipulation Using Scene Graphs Helisa Dhamo Azade Farshad Iro Laina Nassir Navab Gregory Hager Federico Tombari Christian Rupprecht 115 121 0 07 Apr 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 53 20 0 07 Apr 2020
Feature Pyramid Grids Kai-xiang Chen Yuhang Cao Chen Change Loy Dahua Lin Christoph Feichtenhofer 68 51 0 07 Apr 2020
Temporal Pyramid Network for Action Recognition Ceyuan Yang Yinghao Xu Jianping Shi Bo Dai Bolei Zhou 59 376 0 07 Apr 2020
An Application of Deep Reinforcement Learning to Algorithmic Trading Thibaut Théate D. Ernst AIFin 97 167 0 07 Apr 2020
Learning to fool the speaker recognition Jiguo Li Xinfeng Zhang Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao AAML 53 21 0 07 Apr 2020
Universal Adversarial Perturbations Generative Network for Speaker Recognition Jiguo Li Xinfeng Zhang Chuanmin Jia Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao AAML 69 46 0 07 Apr 2020
Hierarchical Opacity Propagation for Image Matting Yaoyi Li Qin Xu Hongtao Lu 71 13 0 07 Apr 2020
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images S. Graham David B. A. Epstein Nasir M. Rajpoot 109 89 0 06 Apr 2020
Evolving Normalization-Activation Layers Hanxiao Liu Andrew Brock Karen Simonyan Quoc V. Le 137 82 0 06 Apr 2020
There and Back Again: Revisiting Backpropagation Saliency Methods Sylvestre-Alvise Rebuffi Ruth C. Fong Xu Ji Andrea Vedaldi FAtt XAI 68 113 0 06 Apr 2020
Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning Jeffrey M. Ede 110 13 0 06 Apr 2020
Vocoder-Based Speech Synthesis from Silent Videos Daniel Michelsanti Olga Slizovskaia G. Haro Emilia Gómez Zheng-Hua Tan Jesper Jensen 101 32 0 06 Apr 2020
On-device Filtering of Social Media Images for Efficient Storage Dhruval Jain D. Mohanty Sanjeev Roy Naresh Purre Sukumar Moharana 22 0 0 06 Apr 2020
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs Jun Chen Lu Liu Yong Liu Xianfang Zeng MQ 93 29 0 06 Apr 2020
Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces Benyamin Ghojogh Fakhri Karray Mark Crowley 29 2 0 05 Apr 2020
EfficientPS: Efficient Panoptic Segmentation Rohit Mohan Abhinav Valada 120 237 0 05 Apr 2020
FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning Sameer Wagh Shruti Tople Fabrice Benhamouda E. Kushilevitz Prateek Mittal T. Rabin FedML 112 306 0 05 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 137 1,238 0 05 Apr 2020
Deep Homography Estimation for Dynamic Scenes Hoang Le Feng Liu Shu Zhen Zhang A. Agarwala 3DH 70 120 0 05 Apr 2020
Deep learning approaches in food recognition C. Kiourt George Pavlidis Stella Markantonatou 46 27 0 04 Apr 2020
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation Mehrdad Noori Ali Bahri K. Mohammadi 3DV 48 98 0 04 Apr 2020
Neural Architecture Search for Lightweight Non-Local Networks Yingwei Li Xiaojie Jin Jieru Mei Xiaochen Lian Linjie Yang Cihang Xie Qihang Yu Yuyin Zhou S. Bai Alan Yuille 78 52 0 04 Apr 2020
Rational neural networks Nicolas Boullé Y. Nakatsukasa Alex Townsend 50 80 0 04 Apr 2020
Pixel Consensus Voting for Panoptic Segmentation Haochen Wang Ruotian Luo Michael Maire Gregory Shakhnarovich ISeg 89 40 0 04 Apr 2020
S2DNet: Learning Accurate Correspondences for Sparse-to-Dense Feature Matching Hugo Germain Guillaume Bourmaud Vincent Lepetit 3DV 3DH 67 36 0 03 Apr 2020
Context Prior for Scene Segmentation Changqian Yu Jingbo Wang Changxin Gao Gang Yu Chunhua Shen Nong Sang 149 269 0 03 Apr 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 71 88 0 03 Apr 2020
Gradient Centralization: A New Optimization Technique for Deep Neural Networks Hongwei Yong Jianqiang Huang Xiansheng Hua Lei Zhang ODL 105 188 0 03 Apr 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 104 450 0 03 Apr 2020
Sequential Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 68 33 0 03 Apr 2020
Context-Aware Multi-Task Learning for Traffic Scene Recognition in Autonomous Vehicles Younkwan Lee Ji-Kwang Jeon Jongmin Yu M. Jeon 49 8 0 03 Apr 2020
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark M. Islam Chelsey Edge Yuyang Xiao Peigen Luo Muntaqim Mehtaz Christopher Morse Sadman Sakib Enan Junaed Sattar VLM 3DV 102 215 0 02 Apr 2020
Controllable Orthogonalization in Training DNNs Lei Huang Li Liu Fan Zhu Diwen Wan Zehuan Yuan Bo Li Ling Shao 97 44 0 02 Apr 2020
Exploration of Reinforcement Learning for Event Camera using Car-like Robots Riku Arakawa Shintaro Shiba 39 7 0 02 Apr 2020
TSception: A Deep Learning Framework for Emotion Detection Using EEG Yi Ding Neethu Robinson Qiuhao Zeng Duo Chen Aung Aung Phyo Wai Tih-Shih Lee Cuntai Guan 50 73 0 02 Apr 2020
Fractional Deep Neural Network via Constrained Optimization Harbir Antil R. Khatri R. Löhner Deepanshu Verma 60 29 0 01 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 162 2,794 0 01 Apr 2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product Lei Zhao Xiaohui Wang Lei Huang 58 8 0 01 Apr 2020
3D Deep Learning on Medical Images: A Review S. Singh Lipo Wang Sukrit Gupta Haveesh Goli P. Padmanabhan Balázs Gulyás MedIm 136 435 0 01 Apr 2020
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge Long Zhao Xi Peng Yuxiao Chen Mubbasir Kapadia Dimitris N. Metaxas 88 66 0 01 Apr 2020
The Edge of Depth: Explicit Constraints between Segmentation and Depth Shengjie Zhu Garrick Brazil Xiaoming Liu MDE 85 105 0 01 Apr 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning Davide Abati Jakub M. Tomczak Tijmen Blankevoort Simone Calderara Rita Cucchiara B. Bejnordi CLL 102 187 0 31 Mar 2020