University Of Pensylvania Papers

Browse 1 peer-reviewed paper from University Of Pensylvania spanning AI alignment, Representation learning (2024). Research powered by Prolific's high-quality participant data.

This page lists 1 peer-reviewed paper from researchers at University Of Pensylvania in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

ImagenHub: Standardizing the evaluation of conditional image generation models

Authors: M Ku, T Li, K Zhang, Y Lu, X Fu, W Zhuang

Year: 2024

Published in: - arXiv preprint arXiv …, 2023 - arxiv.org

Institution: University of Waterloo, Ohio State University, University of California Santa Barbara, University of Pensylvania

Research Area: AI alignment, Representation learning, Cognitive computational modeling, Vision foundation models evaluation, Multimodal, Vision models

Discipline: Computer Science, Artificial Intelligence, Machine Learning

This paper presents a method for **aligning machine vision model representations with human visual similarity judgments across different abstraction levels, improving how well models reflect human perceptual and conceptual organization and enhancing generalization and uncertainty prediction.

DOI: https://doi.org/10.48550/arXiv.2310.01596

Citations: 59