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James Baker

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.SI1
ORCID 0000-0002-2682-6922
same name
  • James Baker — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.CVShow all

2 papers · 1 filter

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.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…

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