Batch Normalization

تسوية الدفعات الحسابية

معيرة حوسبة المدخلات لكل طبقة بناءً على ميزات الدفعة الحالية لتسريع استقرار وتدريب الشبكة العصبية.

Batch Normalization

Also translated asالتسوية على مستوى الدُّفعة، تسوية (تقييس) البيانات، تسوية البيانات، تسوية دفعات البيانات، تسوية دفعة البيانات، تسوية دُفعات البيانات، تسوية دُفعة البيانات، تقييس البيانات، معايرة الدُّفعات، معيرة المدخلات البينية للطبقات، مواءمة معايير المجموعات الجزئية

First appears in this corpus in: Learning Representations by Back-Propagating Errors (1986)

Appears in these papers

Adam: A Method for Stochastic Optimization2014 in the sky ✦
ImageNet Classification with Deep Convolutional Neural Networks2012 in the sky ✦
Mastering the Game of Go Without Human Knowledge2017 in the sky ✦
A General Reinforcement Learning Algorithm That Masters Chess, Shogi, and Go Through Self-Play2018 in the sky ✦
Learning Representations by Back-Propagating Errors1986 in the sky ✦
Barlow Twins: Self-Supervised Learning via Redundancy Reduction2021 in the sky ✦
Barlow Twins: Self-Supervised Learning via Redundancy Reduction2021 in the sky ✦
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift2015 in the sky ✦
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift2015 in the sky ✦
Neural Networks and the Bias/Variance Dilemma1992 in the sky ✦
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning2020 in the sky ✦
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning2020 in the sky ✦
Unsupervised Visual Representation Learning by Context Prediction2015 in the sky ✦
Unsupervised Visual Representation Learning by Context Prediction2015 in the sky ✦
A ConvNet for the 2020s2022 in the sky ✦
A ConvNet for the 2020s2022 in the sky ✦
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks2017 in the sky ✦
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Continuous Control with Deep Reinforcement Learning2015 in the sky ✦
Continuous Control with Deep Reinforcement Learning2015 in the sky ✦
Reducing the Dimensionality of Data with Neural Networks2006 in the sky ✦
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin2015 in the sky ✦
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin2015 in the sky ✦
DeepSeek-V3 Technical Report2024 in the sky ✦
Densely Connected Convolutional Networks2017 in the sky ✦
Densely Connected Convolutional Networks2017 in the sky ✦
Diffusion Models Beat GANs on Image Synthesis2021 in the sky ✦
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion2023 in the sky ✦
DINOv2: Learning Robust Visual Features Without Supervision2023 in the sky ✦
Dropout: A Simple Way to Prevent Neural Networks from Overfitting2014 in the sky ✦
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks2019 in the sky ✦
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks2019 in the sky ✦
Glow: Generative Flow with Invertible 1×1 Convolutions2018 in the sky ✦
On the Difficulty of Training Recurrent Neural Networks2013 in the sky ✦
Group Normalization2018 in the sky ✦
Group Normalization2018 in the sky ✦
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification2015 in the sky ✦
Histograms of Oriented Gradients for Human Detection2005 in the sky ✦
Large Batch Optimization for Deep Learning: Training BERT in 76 Minutes2019 in the sky ✦
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour2017 in the sky ✦
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour2017 in the sky ✦
Layer Normalization2016 in the sky ✦
Layer Normalization2016 in the sky ✦
Visualizing the Loss Landscape of Neural Nets2018 in the sky ✦
Visualizing the Loss Landscape of Neural Nets2018 in the sky ✦
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism2019 in the sky ✦
Mixed Precision Training2018 in the sky ✦
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications2017 in the sky ✦
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications2017 in the sky ✦
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer2022 in the sky ✦
A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers2023 in the sky ✦
A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers2023 in the sky ✦
Image-to-Image Translation with Conditional Adversarial Networks2017 in the sky ✦
Image-to-Image Translation with Conditional Adversarial Networks2017 in the sky ✦
Progressive Growing of GANs for Improved Quality, Stability, and Variation2018 in the sky ✦
Progressive Growing of GANs for Improved Quality, Stability, and Variation2018 in the sky ✦
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation2018 in the sky ✦
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation2018 in the sky ✦
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020 in the sky ✦
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020 in the sky ✦
Deep Residual Learning for Image Recognition2015 in the sky ✦
Sharpness-Aware Minimization for Efficiently Improving Generalization2021 in the sky ✦
Exploring Simple Siamese Representation Learning2021 in the sky ✦
Exploring Simple Siamese Representation Learning2021 in the sky ✦
SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2020 in the sky ✦
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions2018 in the sky ✦
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions2018 in the sky ✦
Universal Language Model Fine-Tuning for Text Classification2018 in the sky ✦
Very Deep Convolutional Networks for Large-Scale Image Recognition2014 in the sky ✦
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning2021 in the sky ✦
Understanding the Difficulty of Training Deep Feedforward Neural Networks2010 in the sky ✦
Understanding the Difficulty of Training Deep Feedforward Neural Networks2010 in the sky ✦
YOLOv3: An Incremental Improvement2018 in the sky ✦