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Writing on "Deep Learning"
These are all the writings that I tagged with "Deep Learning". If you want to see more writings on a specific topic, check out the
tags page
.
2025
Nov. 04
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Oct. 28
Deep Residual Learning for Image Recognition
Oct. 27
AdamW: Decoupled Weight Decay Regularization
Oct. 27
Adam: A Method for Stochastic Optimization
Oct. 26
Comparison of Various Learning Rate Scheduling Techniques on Convolutional Neural Network
Oct. 23
Layer Normalization
Oct. 15
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks
Mar. 30
Learning to Optimize Neural Nets
Mar. 29
Learning to Optimize
Mar. 29
Learning to learn by gradient descent by gradient descent
2024
Dec. 22
Detecting Tunneled Flooding Traffic via Deep Semantic Analysis of Packet Length Patterns
Dec. 02
The LLM ARChitect: Solving the ARC Challenge Is a Matter of Perspective
Nov. 10
Communication-Efficient Learning of Deep Networks from Decentralized Data
I2P