Computer Vision: Research Area — Prolific Citations Library

Discover 6 peer-reviewed studies in Computer Vision (2023–2025). Explore research findings powered by Prolific's diverse participant panel.

This page lists 6 peer-reviewed papers in the research area of Computer Vision in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (6 of 6)

Aligning machine and human visual representations across abstraction levels

Authors: L Muttenthaler, K Greff, F Born, B Spitzer, S Kornblith

Year: 2025

Published in: Nature, 2025 - nature.com

Institution: Google DeepMind, Google, Machine Learning Group, Technische Universität Berlin, BIFOLD, Berlin Institute for the Foundations of Learning and Data, Max Planck Institute

Research Area: Cognitive Alignment, Computer Vision, Multi-level Conceptual Knowledge

Discipline: Artificial Intelligence, Cognitive Science

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.

Citations: 11
Beyond AI Exposure: Which Tasks are Cost-Effective to Automate with Computer Vision?

Authors: M Svanberg, W Li, M Fleming, B Goehring, N Thompson

Year: 2024

Published in: SSRN

Institution: IBM Research, Massachusetts Institute of Technology, The Productivity Institute, CSAIL

Research Area: Computer Vision, Economics of IT, Deep Learning Systems

Discipline: Artificial Intelligence
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images

Authors: Memoona Aziz, Muhammad Umair Danish, Umair Rehman, Katarina Grolinger

Year: 2024

Published in: ArXiv

Institution: IEEE

Research Area: Computer Vision, AI-Generated Images, Image Quality Evaluation

Discipline: Artificial Intelligence, Computer Science
Improved Distribution Matching Distillation for Fast Image Synthesis

Authors: Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Frédo Durand, William T. Freeman

Year: 2024

Published in: ArXiv

Institution: Adobe Research, Massachusetts Institute of Technology

Research Area: Computer Vision, Image Synthesis, Diffusion Models

Discipline: Artificial Intelligence
The Scene Language: Representing Scenes with Programs, Words, and Embeddings

Authors: Yunzhi Zhang, Zizhang Li, Matt Zhou, Shangzhe Wu, Jiajun Wu

Year: 2024

Published in: ArXiv

Institution: Stanford University, University of California Berkeley

Research Area: Artificial Intelligence, Computer Vision, Multimodal Reasoning

Discipline: Artificial Intelligence
The value of AI guidance in human examination of synthetically-generated faces

Authors: A Boyd, P Tinsley, K Bowyer, A Czajka

Year: 2023

Published in: Proceedings of the AAAI ..., 2023 - ojs.aaai.org

Institution: University of Notre Dame, Clemson University, University of North Carolina at Charlotte

Research Area: Computer Vision, Human-Computer Interaction (HCI), Synthetic Media Detection

Discipline: Artificial Intelligence, Computer Vision, Human-Computer Interaction (HCI)

Citations: 20