Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

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Title
From Fibers to Cells: Fourier-Based Registration Enables Virtual Cresyl Violet Staining From 3D Polarized Light Imaging Alexander Oberstrass Esteban Vaca Eric Upschulte Meiqi Niu N. Palomero-Gallagher David Graessel Christian Schiffer M. Axer Katrin Amunts Timo Dickscheid 7 0 0 16 May 2025
A Multi-modal Fusion Network for Terrain Perception Based on Illumination Aware Rui Wang Shichun Yang Yuyi Chen Z. Li Zexiang Tong J. Xu Jiayi Lu Xinjie Feng Yaoguang Cao 12 0 0 16 May 2025
CSPENet: Contour-Aware and Saliency Priors Embedding Network for Infrared Small Target Detection Jiakun Deng Kexuan Li Xingye Cui Jiaxuan Li Chang Long Tian Pu Zhenming Peng 36 0 0 15 May 2025
Uniform Loss vs. Specialized Optimization: A Comparative Analysis in Multi-Task Learning Gabriel S. Gama Valdir Grassi Jr MoMe 45 0 0 15 May 2025
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models Junda Zhao Yuliang Song Eldan Cohen 16 0 0 14 May 2025
Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data Alpaslan Gokcen Ali Boyaci FedML 43 0 0 14 May 2025
Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" S. Gay Tucker Netherton Barbara Marquez Raymond P. Mumme Mary P. Gronberg Brent Parker Chelsea Pinnix Sanjay Shete Carlos Cardenas Laurence Court 19 0 0 14 May 2025
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model George Andriopoulos Soyuj Jung Basnet Juan Guevara Li Guo Keith Ross 27 0 0 14 May 2025
Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer Zhenrong Liu Janne M. J. Huttunen Mikko Honkala CLL 49 0 0 13 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov Mohit Prabhushankar Ghassan AlRegib AI4CE 39 0 0 13 May 2025
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models Lhuqita Fazry Valentino Vito DiffM 40 0 0 13 May 2025
$Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network$ Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network Jai Bardhan Tanumoy Mandal Subhadip Mitra Cyrin Neeraj Mihir Rawat 28 0 0 12 May 2025
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Yiming Niu Jinliang Deng L. Zhang Zimu Zhou Yongxin Tong AI4TS 26 0 0 09 May 2025
Mask-PINNs: Regulating Feature Distributions in Physics-Informed Neural Networks Feilong Jiang Xiaonan Hou Jianqiao Ye Min Xia OOD PINN 42 0 0 09 May 2025
Document Image Rectification Bases on Self-Adaptive Multitask Fusion Heng Li Xiangping Wu Qingcai Chen 39 0 0 09 May 2025
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks Kejie Zhao Wenjia Hua Aiersi Tuerhong Luziwei Leng Yuxin Ma Qinghua Guo 101 0 0 08 May 2025
Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry Mohammed Adnan Rohan Jain Ekansh Sharma Rahul Krishnan Yani Andrew Ioannou 56 0 0 08 May 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 50 0 0 08 May 2025
How to Train Your Metamorphic Deep Neural Network Thomas Sommariva Simone Calderara Angelo Porrello 28 0 0 07 May 2025
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation Zixuan Hu Yichun Hu Ling-yu Duan TTA 54 0 0 07 May 2025
Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis Nikita Ravi Abhinav Goel James C. Davis George K. Thiruvathukal 48 0 0 06 May 2025
MGFF-TDNN: A Multi-Granularity Feature Fusion TDNN Model with Depth-Wise Separable Module for Speaker Verification Ya Li Bin Zhou Bo Hu 143 0 0 06 May 2025
Blending 3D Geometry and Machine Learning for Multi-View Stereopsis Vibhas Kumar Vats Md. Alimoor Reza David J. Crandall Soon-Heung Jung 3DV 29 0 0 06 May 2025
PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs Lukas Meiner Jens Mehnert A. P. Condurache MQ 42 0 0 06 May 2025
Sharpness-Aware Minimization with Z-Score Gradient Filtering for Neural Networks Juyoung Yun 38 0 0 05 May 2025
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations Davide Sartor Alberto Sinigaglia Gian Antonio Susto 34 0 0 05 May 2025
Estimating Commonsense Scene Composition on Belief Scene Graphs Mario A. V. Saucedo Vignesh Kottayam Viswanathan Christoforos Kanellakis G. Nikolakopoulos 3DV 24 0 0 05 May 2025
DPNet: Dynamic Pooling Network for Tiny Object Detection Luqi Gong Haotian Chen Y. Chen Tianliang Yao Chao Li Shuai Zhao Guangjie Han ObjD 146 0 0 05 May 2025
Wide & Deep Learning for Node Classification Yancheng Chen Wenguo Yang Zhipeng Jiang GNN 33 0 0 04 May 2025
Local Herb Identification Using Transfer Learning: A CNN-Powered Mobile Application for Nepalese Flora Prajwal Thapa Mridul Sharma Jinu Nyachhyon Yagya Raj Pandeya 32 0 0 04 May 2025
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture Shang Wang Huanrong Tang Jianquan Ouyang 48 0 0 02 May 2025
Efficient Vision-based Vehicle Speed Estimation Andrej Macko Lukás Gajdosech Viktor Kocur 160 0 0 02 May 2025
Utilising Gradient-Based Proposals Within Sequential Monte Carlo Samplers for Training of Partial Bayesian Neural Networks Andrew Millard Joshua Murphy Simon Maskell Zheng Zhao BDL 48 0 0 01 May 2025
iMacSR: Intermediate Multi-Access Supervision and Regularization in Training Autonomous Driving Models Wei-Bin Kou Guangxu Zhu Yichen Jin Shuai Wang Ming Tang Yik-Chung Wu 41 0 0 01 May 2025
On the Importance of Gaussianizing Representations Daniel Eftekhari Vardan Papyan 26 0 0 01 May 2025
A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters Aoi Kato Kenta Kojima Masahiro Nomura I. Ono 49 0 0 30 Apr 2025
xEEGNet: Towards Explainable AI in EEG Dementia Classification A. Zanola L. F. Tshimanga Federico Del Pup Marco Baiesi M. Atzori 29 0 0 30 Apr 2025
FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection Yao Xiao Tingfa Xu Yu Xin Jianan Li ObjD 66 0 0 29 Apr 2025
Efficient Listener: Dyadic Facial Motion Synthesis via Action Diffusion Zhi Wang Alexandre Bruckert P. Le Callet Guangtao Zhai VGen 32 0 0 29 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 84 0 0 28 Apr 2025
Lightweight Adapter Learning for More Generalized Remote Sensing Change Detection Dou Quan Rufan Zhou Shuang Wang Ning Huyan Dong Zhao Yunan Li L. Jiao 78 0 0 28 Apr 2025
BQSched: A Non-intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning Chenhao Xu Chunyu Chen Jinglin Peng Jiannan Wang Jun Gao OffRL AI4TS 48 0 0 27 Apr 2025
Deep Learning vs. Black-Scholes: Option Pricing Performance on Brazilian Petrobras Stocks Joao Felipe Gueiros Hemanth Chandravamsi Steven H. Frankel 23 0 0 25 Apr 2025
Partition Map-Based Fast Block Partitioning for VVC Inter Coding Xinmin Feng Z. Li L. Li Dong Liu Feng Wu 14 0 0 25 Apr 2025
CANet: ChronoAdaptive Network for Enhanced Long-Term Time Series Forecasting under Non-Stationarity Mert Sonmezer Seyda Ertekin AI4TS 26 0 0 24 Apr 2025
HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time Louisa Pawusch Stefania Scheurer Wolfgang Nowak Reed Maxwell AI4CE 32 0 0 24 Apr 2025
A Novel Graph Transformer Framework for Gene Regulatory Network Inference Binon Teji Swarup Roy 19 0 0 23 Apr 2025
Fried Parameter Estimation from Single Wavefront Sensor Image with Artificial Neural Networks Jeffrey Smith Taisei Fujii Jesse Craney Charles Gretton 23 0 0 23 Apr 2025
Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection Linhua Kong Dongxia Chang Lian Liu Zisen Kong Pengyuan Li Yao Zhao 26 0 0 23 Apr 2025
Application of an attention-based CNN-BiLSTM framework for in vivo two-photon calcium imaging of neuronal ensembles: decoding complex bilateral forelimb movements from unilateral M1 Ghazal Mirzaee Jonathan Chang Shahrzad Latifi 25 0 0 23 Apr 2025