29 citations · 66 across the 7 of their papers we have counts for
4 papers · 1 filter
Proxy-based Item Representation for Attribute and Context-aware Recommendation
Jinseok Seol, Minseok Gang, Sang-goo Lee +1
Neural network approaches in recommender systems have shown remarkable success by representing a large set of items as a learnable vector embedding table. However, infrequent items…
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
In recommendation systems, utilizing the user interaction history as sequential information has resulted in great performance improvement. However, in many online services, user in…
Technologies for AI-Driven Fashion Social Networking Service with E-Commerce
Jinseok Seol, Seongjae Kim, Sungchan Park +7
The rapid growth of the online fashion market brought demands for innovative fashion services and commerce platforms. With the recent success of deep learning, many applications em…
False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation
Seongjae Kim, Jinseok Seol, Holim Lim +1
Personalized outfit recommendation has recently been in the spotlight with the rapid growth of the online fashion industry. However, recommending outfits has two significant challe…