3 papers
cs.CV2024
Using Multimodal Foundation Models and Clustering for Improved Style Ambiguity Loss
James Baker
Teaching text-to-image models to be creative involves using style ambiguity loss, which requires a pretrained classifier. In this work, we explore a new form of the style ambiguity…
cs.SI2023
In the Red(dit): Social Media and Stock Prices
James Baker
Spearheaded by retail traders on the website reddit, the GameStop short squeeze of early 2021 shows that social media embeds information that correlates with market movements. This…
cs.CV2023
ARTEMIS: Using GANs with Multiple Discriminators to Generate Art
James Baker
We propose a novel method for generating abstract art. First an autoencoder is trained to encode and decode the style representations of images, which are extracted from source ima…