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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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QFT: Post-training quantization via fast joint finetuning of all degrees of freedom Alexander Finkelstein Ella Fuchs Idan Tal Mark Grobman Niv Vosco Eldad Meller MQ 81 7 0 05 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields Rohith Agaram Shaurya Dewan Rahul Sajnani A. Poulenard Madhava Krishna Srinath Sridhar 94 6 0 05 Dec 2022
Solving the Weather4cast Challenge via Visual Transformers for 3D Images Yury Belousov Sergey Polezhaev Brian Pulfer 105 3 0 05 Dec 2022
Muscles in Action Mia Chiquier Carl Vondrick 81 1 0 05 Dec 2022
Generalizable Person Re-Identification via Viewpoint Alignment and Fusion Bingliang Jiao Lingqiao Liu Liying Gao Guosheng Lin Ruiqi Wu Shizhou Zhang Peng Wang Yanning Zhang 72 2 0 05 Dec 2022
Block Selection Method for Using Feature Norm in Out-of-distribution Detection Yeonguk Yu Sungho Shin Seongju Lee C. Jun Kyoobin Lee OODD 87 35 0 05 Dec 2022
NBC2: Multichannel Speech Separation with Revised Narrow-band Conformer Changsheng Quan Xiaofei Li 66 2 0 05 Dec 2022
Distributed Pruning Towards Tiny Neural Networks in Federated Learning Hong Huang Lan Zhang Chaoyue Sun R. Fang Xiaoyong Yuan Dapeng Wu FedML 71 18 0 05 Dec 2022
Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning Marcel Hussing Karen Li Eric Eaton 30 1 0 04 Dec 2022
Exploring Stochastic Autoregressive Image Modeling for Visual Representation Yu-Hang Qi Fan Yang Yousong Zhu Yufei Liu Liwei Wu Rui Zhao Wei Li DiffM 57 13 0 03 Dec 2022
Make RepVGG Greater Again: A Quantization-aware Approach Xiangxiang Chu Liang Li Bo Zhang MQ 144 51 0 03 Dec 2022
BlendGAN: Learning and Blending the Internal Distributions of Single Images by Spatial Image-Identity Conditioning I. Kligvasser Tamar Rott Shaham Noa Alkobi T. Michaeli DiffM 74 1 0 03 Dec 2022
A Deep Learning Architecture for Passive Microwave Precipitation Retrievals using CloudSat and GPM Data Reyhaneh Rahimi Sajad Vahedizadeh A. Ebtehaj 40 2 0 02 Dec 2022
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model Shreshth Tuli G. Casale L. Cherkasova N. Jennings 80 12 0 02 Dec 2022
A Multi-Stream Fusion Network for Image Splicing Localization M. Siopi Giorgos Kordopatis-Zilos P. Charitidis I. Kompatsiaris Symeon Papadopoulos 42 2 0 02 Dec 2022
Compound Batch Normalization for Long-tailed Image Classification Lechao Cheng Chaowei Fang Dingwen Zhang Guanbin Li Gang Huang 91 11 0 02 Dec 2022
Stable Learning via Sparse Variable Independence Han Yu Peng Cui Yue He Zheyan Shen Yong Lin Renzhe Xu Xingxuan Zhang OOD 100 15 0 02 Dec 2022
Investigating Deep Learning Model Calibration for Classification Problems in Mechanics S. Mohammadzadeh Peerasait Prachaseree Emma Lejeune AI4CE 81 3 0 01 Dec 2022
On-device Training: A First Overview on Existing Systems Shuai Zhu Thiemo Voigt Jeonggil Ko Fatemeh Rahimian 146 18 0 01 Dec 2022
Sparsity Agnostic Depth Completion Andrea Conti Matteo Poggi S. Mattoccia 116 28 0 01 Dec 2022
P2Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames Yutaka Momma Weimin Wang E. Simo-Serra S. Iizuka Ryosuke Nakamura H. Ishikawa 3DPC 28 2 0 01 Dec 2022
Surrogate Gradient Spiking Neural Networks as Encoders for Large Vocabulary Continuous Speech Recognition Alexandre Bittar Philip N. Garner 65 3 0 01 Dec 2022
From CNNs to Shift-Invariant Twin Models Based on Complex Wavelets Hubert Leterme K. Polisano V. Perrier Alahari Karteek 117 1 0 01 Dec 2022
Proceedings of the 2nd International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha 36 2 0 01 Dec 2022
Semiconductor Defect Pattern Classification by Self-Proliferation-and-Attention Neural Network Yuanfu Yang Min Sun 63 6 0 01 Dec 2022
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning Pengyu Qiu Xuhong Zhang S. Ji Chong Fu Xing Yang Ting Wang FedML AAML 146 13 0 01 Dec 2022
Generalizing and Improving Jacobian and Hessian Regularization Chenwei Cui Zehao Yan Guangsheng Liu Liangfu Lu AAML 95 1 0 01 Dec 2022
Denoising after Entropy-based Debiasing A Robust Training Method for Dataset Bias with Noisy Labels Sumyeong Ahn Se-Young Yun NoLa 85 2 0 01 Dec 2022
Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think Christian H. X. Ali Mehmeti-Göpel Jan Disselhoff 56 6 0 30 Nov 2022
Optimizing Explanations by Network Canonization and Hyperparameter Search Frederik Pahde Galip Umit Yolcu Alexander Binder Wojciech Samek Sebastian Lapuschkin 135 11 0 30 Nov 2022
Quantum Neural Networks for a Supply Chain Logistics Application Randall Correll Sean J. Weinberg F. Sanches Takanori Ide Takafumi Suzuki GNN 90 13 0 30 Nov 2022
Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni Simon Jenni Paolo Favaro 110 3 0 30 Nov 2022
Adaptive adversarial training method for improving multi-scale GAN based on generalization bound theory Jin-Lin Tang B. Tao Zeyu Gong Zhoupin Yin AI4CE 68 1 0 30 Nov 2022
Improving Cross-Modal Retrieval with Set of Diverse Embeddings Dongwon Kim Nam-Won Kim Suha Kwak 132 41 0 30 Nov 2022
On the Ability of Graph Neural Networks to Model Interactions Between Vertices Noam Razin Tom Verbin Nadav Cohen 152 11 0 29 Nov 2022
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation Miao Xiong Shen Li Wenjie Feng Ailin Deng Jihai Zhang Bryan Hooi 67 7 0 29 Nov 2022
PLA: Language-Driven Open-Vocabulary 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi VLM 104 154 0 29 Nov 2022
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning Zheren Fu Zhendong Mao Bo Hu An-an Liu Yongdong Zhang 72 5 0 29 Nov 2022
Advancing Deep Metric Learning Through Multiple Batch Norms And Multi-Targeted Adversarial Examples Inderjeet Singh Kazuya Kakizaki Toshinori Araki AAML OOD 84 0 0 29 Nov 2022
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 64 79 0 29 Nov 2022
Simultaneous Estimation of Hand Configurations and Finger Joint Angles using Forearm Ultrasound Keshav Bimbraw Christopher J. Nycz Matthew J. Schueler Ziming Zhang Haichong K. Zhang 16 18 0 29 Nov 2022
A Search and Detection Autonomous Drone System: from Design to Implementation Mohammadjavad Khosravi Rushiv Arora S. Enayati H. Pishro-Nik 63 7 0 29 Nov 2022
Confidence-Aware Graph Neural Networks for Learning Reliability Assessment Commitments Seonho Park Wenbo Chen Dahyeon Han Mathieu Tanneau Pascal Van Hentenryck 111 28 0 28 Nov 2022
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data Andrei Margeloiu Nikola Simidjievski Pietro Lio M. Jamnik 81 12 0 28 Nov 2022
Be Careful with Rotation: A Uniform Backdoor Pattern for 3D Shape Linkun Fan Fazhi He Qingchen Guo Wei Tang Xiaolin Hong Bing Li AAML 3DPC 88 9 0 28 Nov 2022
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis Raunak Joshi Abhishek Gupta Nandan Kanvinde P. Ghonge 57 4 0 28 Nov 2022
Improved Representation of Asymmetrical Distances with Interval Quasimetric Embeddings Tongzhou Wang Phillip Isola 106 10 0 28 Nov 2022
Class Adaptive Network Calibration Bingyuan Liu Jérôme Rony Adrian Galdran Jose Dolz Ismail Ben Ayed 99 10 0 28 Nov 2022
Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning Xian Zhong Zipeng Li Shuqin Chen Kui Jiang Chen Chen Mang Ye DiffM VGen 117 43 0 28 Nov 2022
Pitfalls of Conditional Batch Normalization for Contextual Multi-Modal Learning Ivaxi Sheth A. Rahman Mohammad Havaei Samira Ebrahimi Kahou 29 1 0 28 Nov 2022