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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
DNNShifter: An Efficient DNN Pruning System for Edge Computing Bailey J. Eccles Philip Rodgers Peter Kilpatrick I. Spence Blesson Varghese 57 17 0 13 Sep 2023
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Topology-inspired Cross-domain Network for Developmental Cervical Stenosis Quantification Zhenxi Zhang Yanyang Wang Yao Wu Weifei Wu 55 0 0 13 Sep 2023
Padding-free Convolution based on Preservation of Differential Characteristics of Kernels Kuangdai Leng Jeyan Thiyagalingam 82 2 0 12 Sep 2023
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos Bavesh Balaji Jerrin Bright Harish Prakash Yuhao Chen David A Clausi John S. Zelek 59 6 0 12 Sep 2023
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Active Label Refinement for Semantic Segmentation of Satellite Images Minh Tuan Pham J. Wijesingha D. Kottke M. Herde Denis Huseljic Bernhard Sick Michael Wachendorf Thomas Esch 19 1 0 12 Sep 2023
Mobile Vision Transformer-based Visual Object Tracking Goutam Yelluru Gopal Maria A. Amer 84 5 0 11 Sep 2023
Exploration and Comparison of Deep Learning Architectures to Predict Brain Response to Realistic Pictures Riccardo Chimisso Sathya Burvsić Paolo Marocco Giuseppe Vizzari Dimitri Ognibene 3DV 58 1 0 11 Sep 2023
Introspective Deep Metric Learning Cheng-Hao Wang Wenzhao Zheng Zheng Hua Zhu Jie Zhou Jiwen Lu UQCV 82 12 0 11 Sep 2023
Towards Fully Decoupled End-to-End Person Search Pengcheng Zhang Xiao Bai Jingyi Zheng Xin Ning 72 3 0 10 Sep 2023
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and Clustering F. Huang Yangdong Deng GAN AI4TS 64 1 0 09 Sep 2023
Compact: Approximating Complex Activation Functions for Secure Computation Mazharul Islam Sunpreet S. Arora Rahul Chatterjee Peter Rindal Maliheh Shirvanian 80 4 0 09 Sep 2023
Towards Understanding Neural Collapse: The Effects of Batch Normalization and Weight Decay Leyan Pan Xinyuan Cao 51 5 0 09 Sep 2023
An Element-wise RSAV Algorithm for Unconstrained Optimization Problems Shiheng Zhang Jiahao Zhang Jie Shen Guang Lin 68 2 0 07 Sep 2023
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation Skyler Seto B. Theobald Federico Danieli Navdeep Jaitly Dan Busbridge TTA OOD 81 6 0 07 Sep 2023
CenTime: Event-Conditional Modelling of Censoring in Survival Analysis Ahmed H. Shahin An Zhao Alexander C. Whitehead Daniel C. Alexander Joseph Jacob D. Barber 69 4 0 07 Sep 2023
Gradient-Based Feature Learning under Structured Data Alireza Mousavi-Hosseini Denny Wu Taiji Suzuki Murat A. Erdogdu MLT 107 20 0 07 Sep 2023
Sparse Federated Training of Object Detection in the Internet of Vehicles Luping Rao Chuan Ma Ming Ding Yuwen Qian Lu Zhou Yanfeng Guo 33 2 0 07 Sep 2023
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis Thanh-Huy Nguyen Q. Kha Thai Ngoc Toan Truong Ba Thinh Lam Ba-Hung Ngo Quang Vinh Dinh N. Le 35 14 0 07 Sep 2023
InteractionNet: Joint Planning and Prediction for Autonomous Driving with Transformers Jiawei Fu Yanqing Shen Zhiqiang Jian Shi-tao Chen J. Xin Nanning Zheng ViT 109 6 0 07 Sep 2023
Split-Boost Neural Networks R. G. Cestari Gabriele Maroni Loris Cannelli Dario Piga Simone Formentin 35 1 0 06 Sep 2023
FArMARe: a Furniture-Aware Multi-task methodology for Recommending Apartments based on the user interests Ali Abdari Alex Falcon Giuseppe Serra 68 4 0 06 Sep 2023
Knowledge Distillation Layer that Lets the Student Decide Ada Gorgun Y. Z. Gürbüz A. Aydin Alatan 62 0 0 06 Sep 2023
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization Ke Wang Zanting Ye Xiang Xie Haidong Cui Tao Chen Banteng Liu 105 11 0 06 Sep 2023
A study on the impact of pre-trained model on Just-In-Time defect prediction Yuxiang Guo Xiaopeng Gao Zhenyu Zhang William Chan Bo Jiang VLM 33 3 0 05 Sep 2023
Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification Jacopo Talpini Fabio Sartori Marco Savi 67 4 0 05 Sep 2023
Delving into Ipsilateral Mammogram Assessment under Multi-View Network Thai Ngoc Toan Truong Thanh-Huy Nguyen Ba Thinh Lam Duy V.M. Nguyen Hong Phuc Nguyen 44 10 0 05 Sep 2023
Exchanging-based Multimodal Fusion with Transformer Renyu Zhu Chengcheng Han Yong Qian Qiushi Sun Xiang Li Ming Gao Xuezhi Cao Yunsen Xian 71 2 0 05 Sep 2023
Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection Andrew Du Anh-Dzung Doan Yee Wei Law Tat-Jun Chin 65 2 0 05 Sep 2023
INCEPTNET: Precise And Early Disease Detection Application For Medical Images Analyses Amirhossein Sajedi Mohammad Javad Fadaeieslam 39 0 0 05 Sep 2023
BeeTLe: A Framework for Linear B-Cell Epitope Prediction and Classification Xiao Yuan 59 3 0 05 Sep 2023
No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets Lorenzo Brigato Stavroula Mougiakakou 79 5 0 04 Sep 2023
Blind Biological Sequence Denoising with Self-Supervised Set Learning Nathan Ng Ji Won Park Jae Hyeon Lee Ryan Lewis Kelly Stephen Ra Kyunghyun Cho BDL 35 0 0 04 Sep 2023
Dropout Attacks Andrew Yuan Alina Oprea Cheng Tan 57 0 0 04 Sep 2023
Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN Kin Wai Lau L. Po Yasar Abbas Ur Rehman VLM 66 230 0 04 Sep 2023
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan Shiji Song Li Erran Li Gao Huang ViT 93 27 0 04 Sep 2023
An FPGA smart camera implementation of segmentation models for drone wildfire imagery Eduardo Garduño J. Ciprián-Sánchez Miguel González-Mendoza Valente Vazquez-Garcia Gerardo Rodriguez-Hernandez Adriana Palacios-Rosas Lucile Rossi-Tisson Gilberto Ochoa-Ruiz 37 5 0 04 Sep 2023
MQENet: A Mesh Quality Evaluation Neural Network Based on Dynamic Graph Attention Hao Zhang Haisheng Li Nan Li Xiaochuan Wang AI4CE 90 2 0 03 Sep 2023
Efficient Curriculum based Continual Learning with Informative Subset Selection for Remote Sensing Scene Classification Divakar Bhat Biplab Banerjee S. Chaudhuri A. Bhattacharya CLL 60 0 0 03 Sep 2023
Visual-Kinematics Graph Learning for Procedure-agnostic Instrument Tip Segmentation in Robotic Surgeries Jiaqi Liu Yonghao Long Kai-xiang Chen Cheuk Hei Leung Zerui Wang Qi Dou 87 2 0 02 Sep 2023
Evaluating Transformer's Ability to Learn Mildly Context-Sensitive Languages Shunjie Wang Shane Steinert-Threlkeld 77 4 0 02 Sep 2023
Physics-informed machine learning of the correlation functions in bulk fluids Wenqian Chen Peiyuan Gao P. Stinis 26 6 0 02 Sep 2023
Geometric Deep Learning: a Temperature Based Analysis of Graph Neural Networks M. Lapenna F. Faglioni F. Zanchetta R. Fioresi AI4CE 29 0 0 01 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 92 13 0 01 Sep 2023
Remixing-based Unsupervised Source Separation from Scratch Kohei Saijo Tetsuji Ogawa 57 3 0 01 Sep 2023
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion Zhiqiang Yan Xiang Li Le Hui Zhenyu Zhang Jun Yu Li Jian Yang VLM 3DV 101 5 0 01 Sep 2023
SortedNet: A Scalable and Generalized Framework for Training Modular Deep Neural Networks Mojtaba Valipour Mehdi Rezagholizadeh Hossein Rajabzadeh Parsa Kavehzadeh Marzieh S. Tahaei Boxing Chen Ali Ghodsi 43 1 0 01 Sep 2023
MIMOCrypt: Multi-User Privacy-Preserving Wi-Fi Sensing via MIMO Encryption Jun Luo Hangcheng Cao Hongbo Jiang Yanbing Yang Zhe Chen 64 12 0 01 Sep 2023
ReZero: Region-customizable Sound Extraction Rongzhi Gu Yi Luo 70 16 0 31 Aug 2023