What is Logit and Logistic?
In Math
If \(p\) is probability..
odds is \(\frac{p}{1-p}\).
The logit (logistic unit) function or the log-odds is \(logit(p) = \log \frac{p}{1-p}\) in statistics.
Logit function ...
CVPR 2020 Tutorial: Interpretable Machine Learning for Computer Vision
website: https://interpretablevision.github.io/
Lecture 1 by Bolei Zhou: Exploring and Exploiting Interpretable Semantics in GANs. video, slide, bili
Lecture 2 by Zeynep Akata: Modeling Conceptua...
Paper Review: IMAGENET-TRAINED CNNS ARE BIASED TOWARDS TEXTURE
Paper Link: https://openreview.net/forum?id=Bygh9j09KX
Abstract
ImageNet-trained CNNs are strongly biased towards recognising textures rather than shapes, which is in stark contrast to human be...
Paper Review: A Character-Aware Neural Network for Distorted Scene Text Recognition (Char-Net)
Paper Link: http://www.visionlab.cs.hku.hk/publications/wliu_aaai18.pdf
Contributions
simple and efficient Char-Net for distorted scene text recognition. This network can be trained in end-to-...
PC에서 1.1.1.1 warp사용하기
최근 해외 트래픽(트위터, 넷플릭스, 유튜브, 깃헙 등등) 사용 시 느려지는 문제를 해결하기 위해서 1.1.1.1 warp를 사용하시는 분들이 많습니다. 그런데 아직 1.1.1.1은 스마트폰에서만 지원하기 때문에 PC에서는 1.1.1.1을 사용을 못하고 계실텐데 최근에 사용할 수 있는 방법을 찾게되어 이를 알려드립니다.
과정은 다음과 같습니다.
...
Paper Review: A Multi-Object Rectified Attention Network for Scene Text Recognition (MORAN)
Paper Link: https://arxiv.org/abs/1901.03003
Overview
A Multi-Object Rectified Attention Network for Scene Text Recognition (MORAN) can read rotated, scaled and stretched characters.
MORAN =...
Paper Review: Decoupled Attention Network for Text Recognition
Paper Link: https://arxiv.org/abs/1912.10205
Decoupled Attention Network (DAN)
What is the difference?
In traditional attention mechanism, alignment is coupled w...
Paper Review: Pix2Pix
Image-to-Image Translation with Conditional Adversarial Networks
arxiv paper link
First general purpose conditional GAN for image to image translation task
Impressive output on i...
28 post articles, 4 pages.