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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
A Deep-Learning Technique to Locate Cryptographic Operations in Side-Channel Traces Giuseppe Chiari Davide Galli Francesco Lattari Matteo Matteucci Davide Zoni AAML 29 5 0 29 Feb 2024
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Disentangling the Causes of Plasticity Loss in Neural Networks Clare Lyle Zeyu Zheng Khimya Khetarpal H. V. Hasselt Razvan Pascanu James Martens Will Dabney AI4CE 130 38 0 29 Feb 2024
Learning Associative Memories with Gradient Descent Vivien A. Cabannes Berfin Simsek A. Bietti 88 8 0 28 Feb 2024
GNSS Positioning using Cost Function Regulated Multilateration and Graph Neural Networks Amir Jalalirad Davide Belli Bence Major Songwon Jee Himanshu Shah Will Morrison 58 1 0 28 Feb 2024
Phase autoencoder for limit-cycle oscillators K. Yawata Kai Fukami Kunihiko Taira Hiroya Nakao 126 9 0 28 Feb 2024
Artificial Intelligence and Diabetes Mellitus: An Inside Look Through the Retina Yasin Sadeghi Bazargani Majid Mirzaei Navid Sobhi M. Abdollahi Ali Jafarizadeh Siamak Pedrammehr R. Alizadehsani R. Tan Sheikh Mohammad Shariful Islam U. R. Acharya 74 5 0 28 Feb 2024
Variational Learning is Effective for Large Deep Networks Yuesong Shen Nico Daheim Bai Cong Peter Nickl Gian Maria Marconi ... Rio Yokota Iryna Gurevych Daniel Cremers Mohammad Emtiyaz Khan Thomas Möllenhoff 91 31 0 27 Feb 2024
Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach M. Boeker Vajira Thambawita Michael Riegler Pål Halvorsen Hugo Lewi Hammer 40 0 0 27 Feb 2024
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection Leonid Boytsov Ameya Joshi Filipe Condessa AAML 48 0 0 26 Feb 2024
DRSI-Net: Dual-Residual Spatial Interaction Network for Multi-Person Pose Estimation Shang Wu Bin Wang 89 3 0 26 Feb 2024
Towards Accurate Post-training Quantization for Reparameterized Models Luoming Zhang Yefei He Wen Fei Zhenyu Lou Weijia Wu YangWei Ying Hong Zhou MQ 75 0 0 25 Feb 2024
Spectrum Extraction and Clipping for Implicitly Linear Layers A. Boroojeny Matus Telgarsky Hari Sundaram MLT 96 5 0 25 Feb 2024
Model Compression Method for S4 with Diagonal State Space Layers using Balanced Truncation Haruka Ezoe Kazuhiro Sato 61 0 0 25 Feb 2024
Reward Design for Justifiable Sequential Decision-Making A. Sukovic Goran Radanović 52 0 0 24 Feb 2024
Deep Networks Always Grok and Here is Why Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk AAML OOD AI4CE 121 25 0 23 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 80 0 0 23 Feb 2024
Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off Futa Waseda Ching-Chun Chang Isao Echizen AAML 143 0 0 22 Feb 2024
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation Jamshid Hassanpour V. Srivastav Didier Mutter N. Padoy SSL 82 2 0 22 Feb 2024
High-Speed Detector For Low-Powered Devices In Aerial Grasping Ashish Kumar Laxmidhar Behera 53 2 0 22 Feb 2024
Moonwalk: Inverse-Forward Differentiation Dmitrii Krylov Armin Karamzade Roy Fox 45 1 0 22 Feb 2024
Bias correction of wind power forecasts with SCADA data and continuous learning Stefan Jonas Kevin Winter B. Brodbeck Angela Meyer 36 1 0 21 Feb 2024
How do Hyenas deal with Human Speech? Speech Recognition and Translation with ConfHyena Marco Gaido Sara Papi Matteo Negri L. Bentivogli 100 1 0 20 Feb 2024
WhaleNet: a Novel Deep Learning Architecture for Marine Mammals Vocalizations on Watkins Marine Mammal Sound Database Alessandro Licciardi Davide Carbone Politecnico di Torino 69 4 0 20 Feb 2024
Gaussian Process Neural Additive Models Wei Zhang Brian Barr John Paisley MedIm BDL 41 7 0 19 Feb 2024
In value-based deep reinforcement learning, a pruned network is a good network J. Obando-Ceron Rameswar Panda Pablo Samuel Castro OffRL 119 26 0 19 Feb 2024
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures Paul Viallard Rémi Emonet Amaury Habrard Emilie Morvant Valentina Zantedeschi 116 3 0 19 Feb 2024
Stochastic Hessian Fittings with Lie Groups Xi-Lin Li 144 1 0 19 Feb 2024
Maintaining Adversarial Robustness in Continuous Learning Xiaolei Ru Xiaowei Cao Zijia Liu Jack Murdoch Moore Xin-Ya Zhang Xia Zhu Wenjia Wei Gang Yan AAML 71 4 0 17 Feb 2024
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning Sathwik Tejaswi Madhusudhan Girish Chowdhary 31 18 0 15 Feb 2024
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Haoyu Dong Nicholas Konz Han Gu Maciej A. Mazurowski OOD 99 5 0 14 Feb 2024
HyCubE: Efficient Knowledge Hypergraph 3D Circular Convolutional Embedding Zhao Li Xin Wang Jun Zhao Wenbin Guo Jianxin Li 55 2 0 14 Feb 2024
Optimal feature rescaling in machine learning based on neural networks Federico Maria Vitro Manrco Leonesio Lorenzo Fagiano AI4CE 34 0 0 13 Feb 2024
Latent space configuration for improved generalization in supervised autoencoder neural networks Nikita Gabdullin DRL 67 1 0 13 Feb 2024
Conditional Information Gain Trellis Ufuk Can Biçici Tuna Han Salih Meral L. Akarun 45 2 0 13 Feb 2024
The Paradox of Motion: Evidence for Spurious Correlations in Skeleton-based Gait Recognition Models Andy Catruna Adrian Cosma I. Radoi CVBM 77 3 0 13 Feb 2024
Towards Meta-Pruning via Optimal Transport Alexander Theus Olin Geimer Friedrich Wicke Thomas Hofmann Sotiris Anagnostidis Sidak Pal Singh MoMe 86 4 0 12 Feb 2024
Supervised Reconstruction for Silhouette Tomography Evan Bell Michael T. McCann M. Klasky 29 0 0 11 Feb 2024
Outlier-Aware Training for Low-Bit Quantization of Structural Re-Parameterized Networks Muqun Niu Yuan Ren Boyu Li Chenchen Ding BDL MQ 60 0 0 11 Feb 2024
FedImpro: Measuring and Improving Client Update in Federated Learning Zhenheng Tang Yonggang Zhang Shaoshuai Shi Xinmei Tian Tongliang Liu Bo Han Xiaowen Chu FedML 86 17 0 10 Feb 2024
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Mahdi Naseri Mahdi Biparva SSL 74 0 0 09 Feb 2024
SAE: Single Architecture Ensemble Neural Networks Martin Ferianc Hongxiang Fan Miguel R. D. Rodrigues UQCV 55 0 0 09 Feb 2024
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers G. Buzaglo I. Harel Mor Shpigel Nacson Alon Brutzkus Nathan Srebro Daniel Soudry 128 7 0 09 Feb 2024
Descriptive Kernel Convolution Network with Improved Random Walk Kernel Meng-Chieh Lee Lingxiao Zhao Leman Akoglu 68 3 0 08 Feb 2024
Efficient Stagewise Pretraining via Progressive Subnetworks Abhishek Panigrahi Nikunj Saunshi Kaifeng Lyu Sobhan Miryoosefi Sashank J. Reddi Satyen Kale Sanjiv Kumar 65 6 0 08 Feb 2024
Jacquard V2: Refining Datasets using the Human In the Loop Data Correction Method Qiuhao Li Shenghai Yuan 72 5 0 08 Feb 2024
Binding Dynamics in Rotating Features Sindy Löwe Francesco Locatello Max Welling OCL 76 3 0 08 Feb 2024
Neural Circuit Diagrams: Robust Diagrams for the Communication, Implementation, and Analysis of Deep Learning Architectures Vincent Abbott 80 6 0 08 Feb 2024
On the Effect of Image Resolution on Semantic Segmentation Ritambhara Singh Abhishek Jain Pietro Perona Shivani Agarwal Junfeng Yang SSeg 61 1 0 08 Feb 2024
Reduced-order modeling of unsteady fluid flow using neural network ensembles Rakesh Halder Mohammadmehdi Ataei H. Salehipour Krzysztof J. Fidkowski Kevin J. Maki AI4CE 70 6 0 08 Feb 2024