Search Results for author: Jungwon Park

Found 2 papers, 1 papers with code

Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization

no code implementations22 Mar 2024 Jimyeong Kim, Jungwon Park, Wonjong Rhee

In text-to-image personalization, a timely and crucial challenge is the tendency of generated images overfitting to the biases present in the reference images.

Disentanglement

Isotropic Representation Can Improve Dense Retrieval

1 code implementation1 Sep 2022 Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee

In particular, many of the high-performing dense retrieval models evaluate representations of query and document using BERT, and subsequently apply a cosine-similarity based scoring to determine the relevance.

Re-Ranking Retrieval

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