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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
Lightweight Modules for Efficient Deep Learning based Image Restoration A. Lahiri Sourav Bairagya Sutanu Bera Siddhant Haldar P. Biswas SupR 94 36 0 11 Jul 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 186 534 0 11 Jul 2020
Simulating multi-exit evacuation using deep reinforcement learning Dong Xu Xiao Shi Huang Joseph D Mango Xiang Li Zhenlong Li 25 23 0 11 Jul 2020
Generative Compositional Augmentations for Scene Graph Prediction Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 110 26 0 11 Jul 2020
Do We Need Sound for Sound Source Localization? Takashi Oya Shohei Iwase Ryota Natsume Takahiro Itazuri Shugo Yamaguchi Shigeo Morishima 49 22 0 11 Jul 2020
Impression Space from Deep Template Network Gongfan Fang Xinchao Wang Haofei Zhang Mingli Song Xiuming Zhang 32 0 0 10 Jul 2020
Variational Inference with Continuously-Indexed Normalizing Flows M. Volkovs R. Cornish Dino Sejdinovic Arnaud Doucet BDL 82 20 0 10 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 59 72 0 10 Jul 2020
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images Julia M. H. Noothout B. D. de Vos J. Wolterink E. Postma P. Smeets R. Takx T. Leiner M. Viergever Ivana Išgum 71 85 0 10 Jul 2020
Distillation Guided Residual Learning for Binary Convolutional Neural Networks Jianming Ye Shiliang Zhang Jingdong Wang MQ 124 19 0 10 Jul 2020
Learning Representations that Support Extrapolation Taylor Webb Zachary Dulberg Steven M. Frankland A. Petrov R. C. O'Reilly Jonathan Cohen 90 51 0 09 Jul 2020
Maximum-and-Concatenation Networks Xingyu Xie Hao Kong Jianlong Wu Wayne Zhang Guangcan Liu Zhouchen Lin 161 2 0 09 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 74 34 0 09 Jul 2020
Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing Rui Zhao Tianshan Liu Jun Xiao D. Lun K. Lam CVBM 64 19 0 09 Jul 2020
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks D. Pakhomov Wei Shen Nassir Navab MedIm GAN 85 20 0 09 Jul 2020
Searching for Efficient Architecture for Instrument Segmentation in Robotic Surgery D. Pakhomov Nassir Navab 36 15 0 08 Jul 2020
Quaternion Capsule Networks B. Özcan Furkan Kinli Mustafa Furkan Kıraç 3DPC 38 7 0 08 Jul 2020
Temporal aggregation of audio-visual modalities for emotion recognition Andreea Birhala C. Ristea A. Radoi Liviu-Cristian Duţu 41 8 0 08 Jul 2020
Journey Towards Tiny Perceptual Super-Resolution Royson Lee Łukasz Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 87 54 0 08 Jul 2020
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Eli Gibson ... Ramandeep Singh S. Digumarthy Mannudeep K. Kalra Sasa Grbic Dorin Comaniciu UQCV EDL 63 55 0 08 Jul 2020
Dynamic Group Convolution for Accelerating Convolutional Neural Networks Z. Su Linpu Fang Wenxiong Kang D. Hu M. Pietikäinen Li Liu 81 45 0 08 Jul 2020
Detection of Gravitational Waves Using Bayesian Neural Networks Yu-Chiung Lin Jiun-Huei Proty Wu 67 27 0 08 Jul 2020
Robust Re-Identification by Multiple Views Knowledge Distillation Angelo Porrello Luca Bergamini Simone Calderara 80 67 0 08 Jul 2020
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 74 79 0 08 Jul 2020
Distributed Training of Deep Learning Models: A Taxonomic Perspective M. Langer Zhen He W. Rahayu Yanbo Xue 70 78 0 08 Jul 2020
Designing and Training of A Dual CNN for Image Denoising Chunwei Tian Yong-mei Xu W. Zuo Bo Du Chia-Wen Lin David C. Zhang 71 158 0 08 Jul 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks Minsoo Kang Bohyung Han AAML 73 141 0 08 Jul 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 170 919 0 08 Jul 2020
LabelEnc: A New Intermediate Supervision Method for Object Detection Miao Hao Yitao Liu Xinming Zhang Jian Sun 85 25 0 07 Jul 2020
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting Xiaohan Ding Tianxiang Hao Jianchao Tan Ji Liu Jungong Han Yuchen Guo Guiguang Ding 93 166 0 07 Jul 2020
Bespoke vs. Prêt-à-Porter Lottery Tickets: Exploiting Mask Similarity for Trainable Sub-Network Finding Michela Paganini Jessica Zosa Forde UQCV 51 6 0 06 Jul 2020
Adaptive Risk Minimization: Learning to Adapt to Domain Shift Marvin Zhang Henrik Marklund Nikita Dhawan Abhishek Gupta Sergey Levine Chelsea Finn OOD 87 208 0 06 Jul 2020
Predicting Porosity, Permeability, and Tortuosity of Porous Media from Images by Deep Learning K. Graczyk M. Matyka 3DV AI4CE 105 118 0 06 Jul 2020
Acoustic Scene Classification with Spectrogram Processing Strategies Helin Wang Yuexian Zou Dading Chong 56 13 0 06 Jul 2020
Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos Mahsa Ehsanpour Alireza Abedin F. Saleh Javen Qinfeng Shi Ian Reid Hamid Rezatofighi 111 71 0 06 Jul 2020
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval Xun Yang Jianfeng Dong Yixin Cao Xun Wang Meng Wang Tat-Seng Chua 65 140 0 06 Jul 2020
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning Bailin Li Bowen Wu Jiang Su Guangrun Wang Liang Lin 120 175 0 06 Jul 2020
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network Tianyang Hu Wei Cao Cong Lin Guang Cheng 125 52 0 06 Jul 2020
Accelerated MRI with Un-trained Neural Networks Mohammad Zalbagi Darestani Reinhard Heckel 73 4 0 06 Jul 2020
Deep Convolutional Neural Network for Identifying Seam-Carving Forgery Seung-Hun Nam Wonhyuk Ahn In-Jae Yu Myung-Joon Kwon Minseok Son Heung-Kyu Lee 58 23 0 05 Jul 2020
End-to-end Learning of a Fisher Vector Encoding for Part Features in Fine-grained Recognition D. Korsch P. Bodesheim Joachim Denzler 47 8 0 04 Jul 2020
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks Andrea Bordone Molini D. Valsesia Giulia Fracastoro E. Magli 61 94 0 04 Jul 2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation Jianfeng Zhang Xuecheng Nie Jiashi Feng 88 45 0 04 Jul 2020
Dalek -- a deep-learning emulator for TARDIS W. E. Kerzendorf C. Vogl J. Buchner Gabriella Contardo M. Williamson Patrick van der Smagt MedIm 27 12 0 03 Jul 2020
Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On Thibaut Issenhuth Jérémie Mary Clément Calauzènes 3DH DiffM 109 109 0 03 Jul 2020
Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation Bin-Bin Gao Xin-Xin Liu Hong-Yu Zhou Jianxin Wu Xin Geng CVBM 113 17 0 03 Jul 2020
Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification Bin Wang Bing Xue Mengjie Zhang 84 56 0 03 Jul 2020
Learning to Prune in Training via Dynamic Channel Propagation S. Shen Rongpeng Li Zhifeng Zhao Honggang Zhang Yugeng Zhou 35 4 0 03 Jul 2020
ODE-CNN: Omnidirectional Depth Extension Networks Xinjing Cheng Peng Wang Yanqi Zhou Chenye Guan Ruigang Yang MDE 85 25 0 03 Jul 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 166 1,162 0 02 Jul 2020