Browse 5 peer-reviewed papers from University Of California San Diego spanning Turing Test, Video Generation (2023–2025). Research powered by Prolific's high-quality participant data.
This page lists 5 peer-reviewed papers from researchers at University Of California San Diego in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.
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Authors: K Dalal, D Koceja, G Hussein, J Xu, Y Zhao, Y Song, S Han, KC Cheung, J Kautz, C Guestrin, T Hashimoto, S Koyejo, Y Choi, Y Sun, X Wang
Year: 2025
Published in: ArXiv
Institution: Nvidia, Stanford University, UT Austin, University of California Berkeley, University of California San Diego
Research Area: Video Generation, Diffusion Models, Test-Time Training
Discipline: Computer Science
The paper introduces Test-Time Training (TTT) layers into Transformers to generate coherent one-minute videos from text storyboards, outperforming baselines in storytelling coherence but facing efficiency and artifact challenges.
Methods: Experimentation with Test-Time Training layers embedded in pre-trained Transformer models, evaluated using a dataset curated from Tom and Jerry cartoons and compared against Mamba 2, Gated DeltaNet, and sliding-window attention layers.
Key Findings: Effectiveness of video generation methods in creating coherent multi-scene stories in one-minute videos.
Citations: 52
Sample Size: 100
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Authors: Cameron R. Jones, Benjamin K. Bergen
Year: 2025
Published in: ArXiv
Institution: University of California San Diego
Research Area: Artificial Intelligence, Computational Linguistics, Turing Test, AI Evaluation
Discipline: Artificial Intelligence
GPT-4.5 passed the Turing Test by being misidentified as human 73% of the time, surpassing real humans and other models, marking the first conclusive evidence of an AI achieving this standard.
Methods: Randomised, controlled, pre-registered Turing Test where 5-minute conversations were conducted between human participants and AI systems, followed by judgments on which partner was human.
Key Findings: The ability of AI systems (ELIZA, GPT-4o, LLaMa-3.1-405B, GPT-4.5) to mimic human conversational behavior and be perceived as human.
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Authors: C Jones, B Bergen
Year: 2024
Published in: ArXiv
Institution: University of California San Diego
Research Area: Turing Test, LLM Evaluation, Cognitive Science of AI
Discipline: Artificial Intelligence, Cognitive Science, Human-Computer Interaction
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Authors: N Gupta
Year: 2023
Published in: 2023 - search.proquest.com
Institution: University of California San Diego
Research Area: Behavioral and Experimental Economics, Dynamic Decision Environments
Discipline: Behavioral Economics
Citations: 1
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Authors: Songlin Xu, Dongyin Hu, Ru Wang, Xinyu Zhang
Year: 2023
Published in: ArXiv
Institution: University of California San Diego, University of Pennsylvania, University of Wisconsin–Madison
Research Area: Social Influence on Attention in Education, Peer Effects in Learning, Human Visual Attention
Discipline: Educational Technology, AI in Education
