6 citations · 30 across the 37 of their papers we have counts for
Showing 2025 · cs.CVShow all
2 papers · 2 filters
cs.CV2025
Zero-Shot Textual Explanations via Translating Decision-Critical Features
Toshinori Yamauchi, Hiroshi Kera, Kazuhiko Kawamoto
Textual explanations make image classifier decisions transparent by describing the prediction rationale in natural language. Large vision-language models can generate captions but…
cs.CV2025
Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal Alignment
Kazuhiko Kawamoto, Atsuhiro Endo, Hiroshi Kera
Task arithmetic enables efficient model editing by representing task-specific changes as vectors in parameter space. Task arithmetic typically assumes that the source and target mo…