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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
Generalized Sum Pooling for Metric Learning †. YetiZ.Gürbüz Ozan Sener Alatan RSiM FedML 88 7 0 18 Aug 2023
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees Ali Ramezani-Kebrya Kimon Antonakopoulos Igor Krawczuk Justin Deschenaux Volkan Cevher 79 4 0 17 Aug 2023
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning Guangyu Sun Matías Mendieta Jun Luo Shandong Wu Chong Chen 89 18 0 17 Aug 2023
SR-GAN for SR-gamma: super resolution of photon calorimeter images at collider experiments Johannes Erdmann A. V. D. Graaf F. Mausolf O. Nackenhorst GAN 57 4 0 17 Aug 2023
Test-Time Poisoning Attacks Against Test-Time Adaptation Models Tianshuo Cong Xinlei He Yun Shen Yang Zhang AAML TTA 77 6 0 16 Aug 2023
Membrane Potential Batch Normalization for Spiking Neural Networks Yu-Zhu Guo Yuhan Zhang Y. Chen Weihang Peng Xiaode Liu Liwen Zhang Xuhui Huang Zhe Ma AAML 70 41 0 16 Aug 2023
Inherent Redundancy in Spiking Neural Networks Man Yao J. Hu Guangshe Zhao Yaoyuan Wang Ziyang Zhang Boxing Xu Guoqi Li 81 18 0 16 Aug 2023
S2R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-Resolution Minghao She Wendong Mao Huihong Shi Zhongfeng Wang ViT 60 0 0 16 Aug 2023
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition Yixuan Zhou Yi Qu Xing Xu Hengtao Shen 69 18 0 15 Aug 2023
Handwritten Stenography Recognition and the LION Dataset R. Heil Malin Nauwerck AI4TS 55 4 0 15 Aug 2023
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection Xin Liu Kaishen Yuan Xuesong Niu Jingang Shi Zitong Yu Huanjing Yue Jingyu Yang 90 12 0 15 Aug 2023
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability Seokhyeon Ha S. Jung Jungwook Lee 47 4 0 15 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 81 8 0 14 Aug 2023
Machine Unlearning: Solutions and Challenges Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 165 57 0 14 Aug 2023
Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review Hrishabh Tiwari Jatin Moolchandani Shamla Mantri 22 2 0 14 Aug 2023
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks L. Fisch Stefan Zumdick Carlotta B. C. Barkhau D. Emden J. Ernsting ... K. Sarink N. Winter Benjamin Risse U. Dannlowski Tim Hahn 61 6 0 14 Aug 2023
Improving Face Recognition from Caption Supervision with Multi-Granular Contextual Feature Aggregation Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi CVBM 47 2 0 13 Aug 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks Yu-Zhu Guo Xiaode Liu Y. Chen Liwen Zhang Weihang Peng Yuhan Zhang Xuhui Huang Zhe Ma AAML MQ 96 24 0 13 Aug 2023
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods A. Ma Yangchen Pan Amir-massoud Farahmand AAML 70 7 0 13 Aug 2023
Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks Xuerui Qiu Rui-Jie Zhu Yuhong Chou Zhaorui Wang Liang-Jian Deng Guoqi Li 86 38 0 12 Aug 2023
Uncertainty Quantification for Image-based Traffic Prediction across Cities Alexander Timans Nina Wiedemann Nishant Kumar Ye Hong Martin Raubal 91 1 0 11 Aug 2023
Image-based Geolocalization by Ground-to-2.5D Map Matching Mengjie Zhou Liu Liu Yiran Zhong Andrew Calway 81 3 0 11 Aug 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention Liang Shang Yanli Liu Zhengyang Lou Shuxue Quan N. Adluru Bochen Guan W. Sethares 106 2 0 10 Aug 2023
IOSG: Image-driven Object Searching and Grasping Houjian Yu Xibai Lou Yang Yang Changhyun Choi 67 5 0 10 Aug 2023
Neural Progressive Meshes Yun-Chun Chen Vladimir G. Kim Noam Aigerman Alec Jacobson 3DGS 39 6 0 10 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 80 10 0 10 Aug 2023
Commodities Trading through Deep Policy Gradient Methods Jonas Hanetho 81 2 0 10 Aug 2023
Category Feature Transformer for Semantic Segmentation Quan Tang Chuanjian Liu Fagui Liu Yifan Liu Jun Jiang Bowen Zhang Kai Han Yunhe Wang ViT 103 2 0 10 Aug 2023
An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography Nina Weng M. Płomecka Manuel Kaufmann Ard Kastrati Roger Wattenhofer N. Langer 39 1 0 09 Aug 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution Ao Li Le Zhang Yun-Hai Liu Ce Zhu 76 11 0 09 Aug 2023
PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer Shengsheng Lin Weiwei Lin Wentai Wu Song Wang Yongxiang Wang AI4TS 81 21 0 09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 60 2 0 09 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 92 35 0 08 Aug 2023
Dual input neural networks for positional sound source localization Eric Grinstein Vincent W. Neo Patrick A. Naylor 53 6 0 08 Aug 2023
From Unimodal to Multimodal: improving sEMG-Based Pattern Recognition via deep generative models Wentao Wei Linyan Ren 50 2 0 08 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 103 3 0 07 Aug 2023
AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Zikai Zhou Shuo Zhang Ziruo Wang Huanran Chen AI4CE 96 3 0 07 Aug 2023
G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima Xingyu Li Bo Tang AAML 55 0 0 07 Aug 2023
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience Rongguang Wang G. Erus Pratik Chaudhari Christos Davatzikos OOD 77 4 0 06 Aug 2023
Fluid Viscosity Prediction Leveraging Computer Vision and Robot Interaction Jong Hoon Park G. Dalwankar Alison Bartsch Abraham George A. Farimani 68 1 0 04 Aug 2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation Razvan-Alexandru Smadu Sebastian-Vasile Echim Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 72 3 0 04 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 81 7 0 03 Aug 2023
Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification Y. Kim Minji Lee Kunwook Jo Hee Seok Song Seong-Whan Lee 72 0 0 03 Aug 2023
DLSIA: Deep Learning for Scientific Image Analysis Eric J. Roberts Tanny Chavez Alexander Hexemer Petrus H. Zwart AI4CE 53 5 0 02 Aug 2023
LiDAR View Synthesis for Robust Vehicle Navigation Without Expert Labels Jonathan Schmidt Qadeer Ahmad Khan Zorah Lähner 3DPC 91 2 0 02 Aug 2023
AI-Enhanced Data Processing and Discovery Crowd Sourcing for Meteor Shower Mapping Siddha Ganju Amartya Hatua P. Jenniskens S. Krishna Chicheng Ren Surya Ambardar 23 1 0 02 Aug 2023
Calibration in Deep Learning: A Survey of the State-of-the-Art Cheng Wang UQCV 122 43 0 02 Aug 2023
Music De-limiter Networks via Sample-wise Gain Inversion Chang-Bin Jeon Kyogu Lee 55 1 0 02 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 80 3 0 02 Aug 2023
Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE) Md Sakib Hossain Shovon M. F. Mridha Khan Md. Hasib Sultan Alfarhood Mejdl S. Safran D. Che 54 16 0 01 Aug 2023