Midjourney Evolution. V1 – V5.1 In 2015, a research paper from Stanford University and UC Berkeley introduced diffusion models, coming originally from statistical physics, into the field of machine learning. According to the paper summary, “the essential idea is to systematically and slowly destroy the structure in a data distribution through an iterative forward diffusion … [Read more...] about Top 6 Research Papers On Diffusion Models For Image Generation
computer vision
Novel Computer Vision Research Papers From 2020
Will transformers revolutionize computer vision like they did with natural language processing? That’s one of the major research questions investigated by computer vision scientists in 2020. The first results indicate that transformers achieve very promising results on image recognition tasks. Beyond transformers in vision applications, we also noticed a continuous … [Read more...] about Novel Computer Vision Research Papers From 2020
This Algorithm Predicts If You’ll Vote Democrat or Republican
As demonstrated from the polling failures from our last elections, human-driven statistical analysis is prone to bias, overconfidence, and errors. Perhaps computer algorithms can do a better job of accurately predicting political bias? One unique approach, from renowned computer vision expert Fei Fei Li, applies deep learning to Google Street View data and … [Read more...] about This Algorithm Predicts If You’ll Vote Democrat or Republican