Learning to Learn

수학...미분에 대한 희귀한...문제에 접했습니다.

y = x^3(세제곱)그래프의 역함수를 구해보면...y = x^1/3(1/3제곱) 입니다.위의 원래함수에서는 모든 실수에서 미분이 가능합니다.근데 역함수에선 0으로 한없이 가까이 ...

kin.naver.com

Flow-based Deep Generative Models

In this post, we are looking into the third type of generative models: flow-based generative models. Different from GAN and VAE, they explicitly learn the probability density function of the input data.

lilianweng.github.io

Tutorial - What is a variational autoencoder? – Jaan Altosaar

Understanding Variational Autoencoders (VAEs) from two perspectives: deep learning and graphical models.

jaan.io

Variational Autoencoders Explained

Ever wondered how the Variational Autoencoder model works? Keep reading to find out.

anotherdatum.com

Adversarial examples in deep learning

This post will contain essentially the same information as the talk I gave during the last Deep Learning Paris Meetup. I feel that as more…

towardsdatascience.com

Getting to know a black-box model:

A two-dimensional example of Jacobian-based adversarial attacks and Jacobian-based data augmentation

towardsdatascience.com

VGG Net 과 CAM 구현 - POD_Deep-Learning

 VGG Net 과 CAM 구현 Initial import torch import torchvision import torchvision.transforms as transforms torch libary init torch.cuda.is_available() torch.cuda.is_available 값이 True 면, 현재 GPU를 사용한 학습이 가능하다는 뜻, False면 불가능 import torch import torchvision import

poddeeplearning.readthedocs.io

Implementing Grad-CAM in PyTorch

Recently I have come across a chapter in François Chollet’s “Deep Learning With Python” book, describing the implementation of Class…

medium.com

Feature Maps

Feature Map is also called as Activation map. Once the filters are extracted from the Image. And these filters are small sections of the…

medium.com

Introduction to autoencoders.

Autoencoders are an unsupervised learning technique in which we leverage neural networks for the task of representation learning. Specifically, we'll design a neural network architecture such that we impose a bottleneck in the network which forces a compre

www.jeremyjordan.me