Wonbin Kweon

1. Distillation from Heterogeneous Models for Top-K Recommendation
   2023/03/02 by SeongKu Kang, Wonbin Kweon, Kang, SeongKu +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Recommender Systems and Techniques
2. Continual Collaborative Distillation for Recommender System
   2024/05/29 by Gyuseok Lee, Lee, Gyuseok, SeongKu Kang +5 · 4 citations
   Engineering · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Process Optimization and Integration
3. Obtaining Calibrated Probabilities with Personalized Ranking Models
   2021/12/09 by Wonbin Kweon, Kweon, Wonbin, SeongKu Kang +3 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
4. Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering
   2022/02/26 by SeongKu Kang, Kang, SeongKu, Dongha Lee +7 · 1 citation
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques
5. Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria
   2024/12/30 by Joonwon Jang, Jang, Joonwon, Jae-Hee Kim +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
6. Rectifying Demonstration Shortcut in In-Context Learning
   2024/03/14 by Joonwon Jang, Sanghwan Jang, Jang, Joonwon +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
7. Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences
   2024/11/18 by Gengyue Han, Wonbin Kweon, Han, Gwangseok +5 · 1 citation
   Business, Management and Accounting · Social Sciences · #Islamic Finance and Banking Studies #Names, Identity, and Discrimination Research