no code implementations • 4 Oct 2023 • Jaeyoun You, Bongwon Suh
The adoption of generative AI technologies is swiftly expanding.
no code implementations • 26 Mar 2022 • Joo-yeong Song, Bongwon Suh
In this paper, we seek to figure out that various data augmentation strategies can improve the performance of sequential recommender systems, especially when the training dataset is not large enough.
1 code implementation • 3 Nov 2019 • Daeryong Kim, Bongwon Suh
Our work is the first to apply flexible priors to collaborative filtering and show that simple priors (in original VAEs) may be too restrictive to fully model user preferences and setting a more flexible prior gives significant gains.
Ranked #1 on Recommendation Systems on Netflix