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VN040424
VN040424

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Aug 25

Understanding Markov Decision Processes

Everyone and their grandmothers have heard about the success of deep learning on challenging tasks like beating humans at the game of Go or on Atari Games ☺. The key underlying principle for the success of course is using reinforcement learning. But, what is the mathematical principle behind this game…

Reinforcement Learning

8 min read

Understanding Markov Decision Processes
Understanding Markov Decision Processes
Reinforcement Learning

8 min read


Aug 25

Understanding diffusion as iterated blending

In this article we aim to obtain a simpler view of diffusion through blending Diffusion based generative imaging is a class of generative modeling. The famous systems, DallE-2, Imagen, Stable Diffusion are all based on this technique. An example is shown below. DALL-E 2 artificial intelligence digital image generated photo. This text has been generated using the prompt — “Teddy bears working on new AI research underwater using 1990s Technology”. Image credit Wikipedia, generated using DallE-2

Computer Vision

7 min read

Understanding Diffusion as iterated blending
Understanding Diffusion as iterated blending
Computer Vision

7 min read

VN040424

VN040424

6 Followers

I pursue research mainly in Computer Vision and Machine Learning. Through this page I would like to make research accessible.

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    Bruno Scalia C. F. Leite

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