Search Results for author: Jung Ho Park

Found 3 papers, 1 papers with code

Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering

no code implementations23 Apr 2024 Hoin Jung, Hyunsoo Cho, Myungje Choi, Joowon Lee, Jung Ho Park, Myungjoo Kang

When it comes to a personalized item recommendation system, It is essential to extract users' preferences and purchasing patterns.

Clustering Collaborative Filtering

Atlas flow : compatible local structures on the manifold

no code implementations24 Oct 2022 Taejin Paik, Jaemin Park, Jung Ho Park

In this paper, we focus on the intersections of a manifold's local structures to analyze the global structure of a manifold.

Topological Data Analysis

Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs

2 code implementations ICLR 2022 Jaewoong Choi, Junho Lee, Changyeon Yoon, Jung Ho Park, Geonho Hwang, Myungjoo Kang

The global warpage implies that the latent space is not well-aligned globally and therefore the global traversal directions are bound to show limited success on it.

Disentanglement Image Generation +1

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