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[논문읽기] An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Original Paper ) https://arxiv.org/abs/2010.11929 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale While the Transformer architecture has become the de-facto standard for natural language processing tasks, its applications to computer vision remain limited. In vision, attention is either applied in conjunction with convolutional networks, or used to rep arxiv.org 0. Key..
[CSE] Generative Model 개괄 (2)
ㅇGenerative Model 개괄 (1) : https://nowolver.tistory.com/54 부터 읽는 것을 추천드립니다 :) [CSE] Generative Model 개괄 (1) 1. Generative Model이란? - 목적은 데이터의 '분포'를 학습하여 모방하기 위한 것으로, input data와 label이 있을 때 P(x|y,theta) (이때 x - input data, y- label, theta - model parameter) 를 구하는 것이라고 할 수 있다. nowolver.tistory.com 본격적으로 키워드인 'Diffusion Model'로 넘어가보자. 1. Stochastic differential Equation(SDE)란 무엇이며, Diffusion Model..