3 papers
cs.CV2026
Efficient Zero-Shot AI-Generated Image Detection
Ryosuke Sonoda, Ramya Srinivasan
The rapid progress of text-to-image models has made AI-generated images increasingly realistic, posing significant challenges for accurate detection of generated content. While tra…
cs.CV2025
Fair and Interpretable Deepfake Detection in Videos
Akihito Yoshii, Ryosuke Sonoda, Ramya Srinivasan
Existing deepfake detection methods often exhibit bias, lack transparency, and fail to capture temporal information, leading to biased decisions and unreliable results across diffe…
cs.CL2024
A Statistical Analysis of LLMs' Self-Evaluation Using Proverbs
Ryosuke Sonoda, Ramya Srinivasan
Large language models (LLMs) such as ChatGPT, GPT-4, Claude-3, and Llama are being integrated across a variety of industries. Despite this rapid proliferation, experts are calling…