2 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.CV2025
Resampling Benchmark for Efficient Comprehensive Evaluation of Large Vision-Language Models
Teppei Suzuki, Keisuke Ozawa
We propose an efficient evaluation protocol for large vision-language models (VLMs). Given their broad knowledge and reasoning capabilities, multiple benchmarks are needed for comp…