Search Results for author: Gilhyun Nam

Found 2 papers, 0 papers with code

PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization

no code implementations ICCV 2023 Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak

In a joint vision-language space, a text feature (e. g., from "a photo of a dog") could effectively represent its relevant image features (e. g., from dog photos).

Image Classification Multi-modal Classification +5

GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization

no code implementations22 Aug 2022 Gilhyun Nam, Gyeongjae Choi, Kyungmin Lee

In sum, we refer to our method as Guided Causal Invariant Syn-to-real Generalization that effectively improves the performance of syn-to-real generalization.

Domain Generalization Image Classification +1

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