Core Concepts
Language guidance enhances transfer effectiveness in challenging domain shifts for images and videos.
Stats
"LaGTran significantly outperforms all prior approaches on challenging datasets like GeoNet and DomainNet."
"We observe significantly less drop (9.5%) when applying a text classifier trained on the source text to target text."
Quotes
"Our approach driven by language guidance is surprisingly easy and simple, yet significantly outperforms all prior approaches on challenging datasets like GeoNet and DomainNet."
"We observe significantly less drop (9.5%) when applying a text classifier trained on the source text to target text."