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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
An Evaluation of Action Recognition Models on EPIC-Kitchens Will Price Dima Damen EgoV 55 13 0 02 Aug 2019
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Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks Bret A. Nestor Matthew B. A. McDermott Willie Boag G. Berner Tristan Naumann Michael C. Hughes Anna Goldenberg Marzyeh Ghassemi OOD 95 114 0 02 Aug 2019
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 85 274 0 02 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 120 134 0 01 Aug 2019
Learning to Adapt Invariance in Memory for Person Re-identification Zhun Zhong Liang Zheng Shaozi Li Shaozi Li Yezhou Yang OOD 84 179 0 01 Aug 2019
MSnet: A BERT-based Network for Gendered Pronoun Resolution Zili Wang 47 4 0 01 Aug 2019
Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation Jing Wang Yingwei Pan Ting Yao Jinhui Tang Tao Mei VLM BDL DiffM 61 36 0 01 Aug 2019
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Vincent Michalski Vikram S. Voleti Samira Ebrahimi Kahou Anthony Ortiz Pascal Vincent C. Pal Doina Precup BDL 52 6 0 31 Jul 2019
Use What You Have: Video Retrieval Using Representations From Collaborative Experts Yang Liu Samuel Albanie Arsha Nagrani Andrew Zisserman 91 391 0 31 Jul 2019
Expectation-Maximization Attention Networks for Semantic Segmentation Xia Li Zhisheng Zhong Jianlong Wu Yibo Yang Zhouchen Lin Hong Liu 3DV 3DPC 199 558 0 31 Jul 2019
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement Ryutaro Tanno Daniel E. Worrall Enrico Kaden Aurobrata Ghosh Francesco Grussu A. Bizzi S. Sotiropoulos A. Criminisi Daniel C. Alexander MedIm DiffM 104 33 0 31 Jul 2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition Wenhao Wu Dongliang He Xiao Tan Shifeng Chen Shilei Wen 88 127 0 31 Jul 2019
Capsule Networks Need an Improved Routing Algorithm Inyoung Paik Taeyeong Kwak Injung Kim 132 35 0 31 Jul 2019
Overcoming Catastrophic Forgetting by Neuron-level Plasticity Control Inyoung Paik Sangjun Oh Taeyeong Kwak Injung Kim CLL 97 49 0 31 Jul 2019
EMPNet: Neural Localisation and Mapping Using Embedded Memory Points Gil Avraham Yan Zuo Thanuja Dharmasiri Tom Drummond 72 17 0 31 Jul 2019
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning Huy P Phan Oliver Y. Chén P. Koch Zongqing Lu Ian Mcloughlin Alfred Mertins M. D. Vos 138 118 0 30 Jul 2019
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations Martin Engelcke Adam R. Kosiorek Oiwi Parker Jones Ingmar Posner OCL 177 309 0 30 Jul 2019
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos Sebastian Agethen Winston H. Hsu HAI 79 25 0 30 Jul 2019
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Min-Hung Chen Z. Kira G. Al-Regib Jaekwon Yoo Ruxin Chen Jian Zheng TTA AI4TS 101 180 0 30 Jul 2019
Propose-and-Attend Single Shot Detector Hoyong Jang Sanghyun Woo Philipp Benz Jinsun Park In So Kweon ObjD 74 16 0 30 Jul 2019
Particle Swarm Optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks Bin Wang Bing Xue Mengjie Zhang 97 51 0 29 Jul 2019
Deep Gradient Boosting -- Layer-wise Input Normalization of Neural Networks E. Bilal ODL AI4CE 13 0 0 29 Jul 2019
X-LineNet: Detecting Aircraft in Remote Sensing Images by a pair of Intersecting Line Segments Haoran Wei Yue Zhang Bing Wang Yang-Rui Yang Hao Li Hongqi Wang ObjD 89 45 0 29 Jul 2019
A Deep Learning Based Attack for The Chaos-based Image Encryption Chen He Kan Ming Yongwei Wang Z. J. Wang AAML 31 16 0 29 Jul 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 77 51 0 28 Jul 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 113 329 0 28 Jul 2019
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation Cheng-Han Lee Ziwei Liu Lingyun Wu Ping Luo CVBM 186 1,079 0 27 Jul 2019
Variational f-divergence Minimization Mingtian Zhang Thomas Bird Raza Habib Tianlin Xu David Barber FedML 58 29 0 27 Jul 2019
Uncertainty in Model-Agnostic Meta-Learning using Variational Inference Cuong C. Nguyen Thanh-Toan Do G. Carneiro OOD BDL UQCV 83 54 0 27 Jul 2019
Deep Learning for CSI Feedback Based on Superimposed Coding Chaojin Qing Bin Cai Qingyao Yang Jiafan Wang Chuan Huang 43 43 0 27 Jul 2019
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 61 8 0 27 Jul 2019
Classification of chaotic time series with deep learning Nicolas Boullé V. Dallas Y. Nakatsukasa D. Samaddar AI4TS 29 58 0 26 Jul 2019
An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing Baihong Jin Yingshui Tan A. Nettekoven Yuxin Chen Ufuk Topcu Yisong Yue Alberto L. Sangiovanni-Vincentelli UQCV 56 39 0 26 Jul 2019
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation Maria G. Baldeon Calisto S. Lai-Yuen 68 16 0 26 Jul 2019
Compressing deep quaternion neural networks with targeted regularization Riccardo Vecchi Simone Scardapane Danilo Comminiello A. Uncini 74 20 0 26 Jul 2019
Weakly Supervised Domain Detection Yumo Xu Mirella Lapata 72 9 0 26 Jul 2019
Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network Xin Wang Bochun Wu Yun Ye Y. Zhong 69 45 0 26 Jul 2019
Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images Fei Yu Jie Zhao Y. Gong Zhi Wang Yuxi Li Fan Yang Bin Dong Quanzheng Li Li Zhang GAN MedIm 60 33 0 26 Jul 2019
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing Bin Jiang Wenxuan Tu Chao Yang Junsong Yuan ObjD VOS 124 17 0 26 Jul 2019
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction Kumara Kahatapitiya Ranga Rodrigo 25 0 0 26 Jul 2019
Product Image Recognition with Guidance Learning and Noisy Supervision Qing Li Xiaojiang Peng Liangliang Cao Wenbin Du Hao Xing Yu Qiao NoLa 60 21 0 26 Jul 2019
Unsupervised Learning Framework of Interest Point Via Properties Optimization Pei Yan Yihua Tan Yuan Xiao Yuan Tai Caizhen Wen 42 2 0 26 Jul 2019
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos M. Tezcan Prakash Ishwar Janusz Konrad VOS 60 97 0 26 Jul 2019
MVB: A Large-Scale Dataset for Baggage Re-Identification and Merged Siamese Networks Zhulin Zhang Dong Li Jinhua Wu Yunda Sun Li Zhang 62 11 0 26 Jul 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 179 327 0 26 Jul 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 62 18 0 25 Jul 2019
Framelet Pooling Aided Deep Learning Network : The Method to Process High Dimensional Medical Data Chang Min Hyun Kangcheol Kim Hyun Cheol Cho Jae Kyu Choi J. Seo MedIm 37 11 0 25 Jul 2019
Composition-Aware Image Aesthetics Assessment Dong Liu R. Puri Nagendra Kamath Subhabrata Bhattacharya CoGe 76 61 0 25 Jul 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study Jiechao Ma Yingqian Chen Yu-Chun Chen Fengkai Wan Sumin Xue Ziping Li S. Feng MedIm 39 2 0 24 Jul 2019