3 papers
cs.CV2026
EDGE-Shield: Efficient Denoising-staGE Shield for Violative Content Filtering via Scalable Reference-Based Matching
Takara Taniguchi, Ryohei Shimizu, Duc Minh Vo +3
The advent of Text-to-Image generative models poses significant risks of copyright violation and deepfake generation. Since the rapid proliferation of new copyrighted works and pri…
cs.CV2026
Towards Safer Mobile Agents: Scalable Generation and Evaluation of Diverse Scenarios for VLMs
Takara Taniguchi, Kuniaki Saito, Atsushi Hashimoto
Vision Language Models (VLMs) are increasingly deployed in autonomous vehicles and mobile systems, making it crucial to evaluate their ability to support safer decision-making in c…
cs.CV2025
University Building Recognition Dataset in Thailand for the mission-oriented IoT sensor system
Takara Taniguchi, Yudai Ueda, Atsuya Muramatsu +4
Many industrial sectors have been using of machine learning at inference mode on edge devices. Future directions show that training on edge devices is promising due to improvements…