2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2025★ 1 cited
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model
Shiryu Ueno, Yoshikazu Hayashi, Shunsuke Nakatsuka +3
We propose general visual inspection model using Vision-Language Model~(VLM) with few-shot images of non-defective or defective products, along with explanatory texts that serve as…
cs.CV2023★ 2 cited
Benchmarking of Query Strategies: Towards Future Deep Active Learning
Shiryu Ueno, Yusei Yamada, Shunsuke Nakatsuka +1
In this study, we benchmark query strategies for deep actice learning~(DAL). DAL reduces annotation costs by annotating only high-quality samples selected by query strategies. Exis…