unpaired data

Optimal Transport-Guided Conditional Score-Based Diffusion Models

root November 3, 2023 0

The paper presents a novel method called Optimal Transport-guided Conditional Score-based Diffusion Model (OTCS) to deal with real-world applications that have unpaired or partially paired data. The method establishes a…

Computer Vision and Pattern Recognition

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency

root October 8, 2023 0

The article presents a novel training paradigm, ITIT, for vision-language generative models. Current models rely on large corpora of paired image-text data for optimal performance. However, collecting such data leads…

Page 1 of 1

Press ESC to close

unpaired data

Please allow ads on our site