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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
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 86 1 0 28 Nov 2023
Typhoon Intensity Prediction with Vision Transformer Huanxin Chen Pengshuai Yin Huichou Huang Qingyao Wu Ruirui Liu Xiatian Zhu 37 0 0 28 Nov 2023
Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework Shaobo Wang Xiangdong Zhang Dongrui Liu Junchi Yan 114 0 0 27 Nov 2023
GloNets: Globally Connected Neural Networks Antonio Di Cecco C. Metta M. Fantozzi F. Morandin Maurizio Parton 61 2 0 27 Nov 2023
Scale-Dropout: Estimating Uncertainty in Deep Neural Networks Using Stochastic Scale Soyed Tuhin Ahmed K. Danouchi Michael Hefenbrock G. Prenat L. Anghel M. Tahoori UQCV BDL 73 7 0 27 Nov 2023
Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning Huanjin Yao Wenhao Wu Zhiheng Li VLM 132 10 0 27 Nov 2023
Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung Lesions Benjamin Keel A. Quyn David Jayne Samuel D. Relton DRL 72 3 0 27 Nov 2023
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition Xiaohan Ding Yiyuan Zhang Yixiao Ge Sijie Zhao Lin Song Xiangyu Yue Ying Shan VLM AI4TS SSL 104 130 0 27 Nov 2023
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical Wei Wang Takashi Ishida Yu Zhang Gang Niu Masashi Sugiyama 100 5 0 27 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 87 20 0 26 Nov 2023
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning Jiaqi Li Yuanhao Lai Rui Wang Changjian Shui Sabyasachi Sahoo Charles Ling Shichun Yang Boyu Wang Christian Gagné Fan Zhou CLL 102 1 0 26 Nov 2023
Task adaption by biologically inspired stochastic comodulation Gauthier Boeshertz Caroline Haimerl Cristina Savin 59 0 0 25 Nov 2023
Adapter is All You Need for Tuning Visual Tasks Dongshuo Yin Leiyi Hu Bin Li Youqun Zhang 60 15 0 25 Nov 2023
Coordinate-Aware Modulation for Neural Fields J. Lee Daniel Rho Seungtae Nam Jong Hwan Ko Eunbyung Park 53 5 0 25 Nov 2023
TEA: Test-time Energy Adaptation Yige Yuan Bingbing Xu Liang Hou Fei Sun Huawei Shen Xueqi Cheng TTA VLM 85 11 0 24 Nov 2023
DeepTreeGANv2: Iterative Pooling of Point Clouds M. Scham D. Krücker Kerstin Borras 3DPC 104 2 0 24 Nov 2023
A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification Xiangyu Xiong Yue Sun Xiaohong Liu C. Lam Tong Tong Haoming Chen Qinquan Gao Wei Ke Tao Tan GAN MedIm 56 4 0 24 Nov 2023
Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation Ryan Liu A. Gandrakota J. Ngadiuba M. Spiropulu J. Vlimant 83 2 0 23 Nov 2023
Class Uncertainty: A Measure to Mitigate Class Imbalance Z. S. Baltaci K. Oksuz S. Kuzucu K. Tezoren B. K. Konar A. Ozkan Emre Akbas Sinan Kalkan 187 2 0 23 Nov 2023
Linear Log-Normal Attention with Unbiased Concentration Yury Nahshan Dor-Joseph Kampeas E. Haleva 68 9 0 22 Nov 2023
REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints Francesco Corti Balz Maag Joachim Schauer U. Pferschy O. Saukh 104 2 0 22 Nov 2023
CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation Ali Abbasi Chayne Thrash Elaheh Akbari Daniel Zhang Soheil Kolouri MU 70 4 0 21 Nov 2023
High-resolution Image-based Malware Classification using Multiple Instance Learning Tim Peters H. Farhat 42 0 0 21 Nov 2023
The limitation of neural nets for approximation and optimization Tommaso Giovannelli Oumaima Sohab Luis Nunes Vicente 20 2 0 21 Nov 2023
BrainWash: A Poisoning Attack to Forget in Continual Learning Ali Abbasi Parsa Nooralinejad Hamed Pirsiavash Soheil Kolouri CLL KELM AAML 119 6 0 20 Nov 2023
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review M. Lê Pierre Wolinski Julyan Arbel 91 10 0 20 Nov 2023
Deep learning complete intersection Calabi-Yau manifolds Harold Erbin Riccardo Finotello 61 5 0 20 Nov 2023
PhytNet -- Tailored Convolutional Neural Networks for Custom Botanical Data Jamie R. Sykes Katherine Denby Daniel W. Franks 61 2 0 20 Nov 2023
Predicting urban tree cover from incomplete point labels and limited background information Hui Zhang A. Kariryaa Venkanna Babu Guthula Christian Igel Stefan Oehmcke 50 0 0 20 Nov 2023
Bayesian Neural Networks: A Min-Max Game Framework Junping Hong E. Kuruoglu 75 0 0 18 Nov 2023
Multi-delay arterial spin-labeled perfusion estimation with biophysics simulation and deep learning Renjiu Hu Qihao Zhang P. Spincemaille Thanh D. Nguyen Yi Wang MedIm 51 0 0 17 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 93 9 0 17 Nov 2023
SENetV2: Aggregated dense layer for channelwise and global representations Mahendran Narayanan 43 26 0 17 Nov 2023
Single-Shot and Multi-Shot Feature Learning for Multi-Object Tracking Yizhe Li Sanping Zhou Zheng Qin Le Wang Jinjun Wang Nanning Zheng 86 2 0 17 Nov 2023
Traffic Sign Interpretation in Real Road Scene Chuan Yang Kai Zhuang Mulin. Chen Haozhao Ma Xu Han Tao Han Changxing Guo Han Han Bingxuan Zhao Qi Wang 92 1 0 17 Nov 2023
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 56 23 0 16 Nov 2023
GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images Ardavan Modarres E. E. Esfahani Mahsa Bahrami MedIm 31 0 0 16 Nov 2023
Adversarially Robust Spiking Neural Networks Through Conversion Ozan Özdenizci Robert Legenstein AAML 86 10 0 15 Nov 2023
Using Stochastic Gradient Descent to Smooth Nonconvex Functions: Analysis of Implicit Graduated Optimization with Optimal Noise Scheduling Naoki Sato Hideaki Iiduka 84 3 0 15 Nov 2023
Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization Dong-Young Kim Dong-Kyun Han Seo-Hyeon Park Geun-Deok Jang Seong-Whan Lee 43 0 0 15 Nov 2023
Review of AlexNet for Medical Image Classification Wenhao Tang Junding Sun Shuihua Wang Yudong Zhang SSeg 62 13 0 15 Nov 2023
MVSA-Net: Multi-View State-Action Recognition for Robust and Deployable Trajectory Generation Ehsan Asali Prashant Doshi Jin Sun 88 2 0 14 Nov 2023
ARTEMIS: Using GANs with Multiple Discriminators to Generate Art James Baker 50 1 0 14 Nov 2023
Semi-Supervised Learning via Swapped Prediction for Communication Signal Recognition Weidong Wang H. Liao Lu Gan SSL 51 0 0 14 Nov 2023
Detection of Small Targets in Sea Clutter Based on RepVGG and Continuous Wavelet Transform Jingchen Ni Haoru Li Lilin Xu Jing Liang ObjD 37 0 0 14 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 83 3 0 14 Nov 2023
Probing clustering in neural network representations Thao Nguyen Simon Kornblith 62 1 0 14 Nov 2023
Mitigating Backdoors within Deep Neural Networks in Data-limited Configuration Soroush Hashemifar Saeed Parsa Morteza Zakeri-Nasrabadi AAML 71 0 0 13 Nov 2023
Analytical Verification of Performance of Deep Neural Network Based Time-Synchronized Distribution System State Estimation Behrouz Azimian Shiva Moshtagh Anamitra Pal Shanshan Ma 73 4 0 12 Nov 2023
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension Tingfeng Cao Chengyu Wang Chuanqi Tan Jun Huang Jinhui Zhu 89 0 0 12 Nov 2023