Sangmook Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Spoken Term Detection

Image Classification

Batch Mode Active Learning

Spatial Pyramid

Top Venues

RecSys Challenge

Publications

Gihun Lee, Minchan Jeong, Yujin Kim, Hojung Jung, Jaehoon Oh, Sangmook Kim, Se-Young Yun
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models. CoRR (2024)
Sangmook Kim, Sangmin Bae, Hwanjun Song, Se-Young Yun
Re-thinking Federated Active Learning based on Inter-class Diversity. CoRR (2023)
Sangmook Kim, Sangmin Bae, Hwanjun Song, Se-Young Yun
Re-Thinking Federated Active Learning Based on Inter-Class Diversity. CVPR (2023)
Gihun Lee, Minchan Jeong, Sangmook Kim, Jaehoon Oh, Se-Young Yun
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning. CoRR (2023)
Sangmook Kim, Wonyoung Shin, Soohyuk Jang, Hwanjun Song, Se-Young Yun
FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning. CoRR (2022)
Gihun Lee, Sangmook Kim, Joonkee Kim, Se-Young Yun
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy. CoRR (2022)
Jaehoon Oh, Sangmook Kim, Se-Young Yun
FedBABU: Toward Enhanced Representation for Federated Image Classification. ICLR (2022)
Sangmook Kim, Wonyoung Shin, Soohyuk Jang, Hwanjun Song, Se-Young Yun
FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning. CIKM (2022)
Jaehoon Oh, Sangmook Kim, Se-Young Yun
FedBABU: Towards Enhanced Representation for Federated Image Classification. CoRR (2021)
Jaehoon Oh, Sangmook Kim, Se-Young Yun, Seungwoo Choi, Mun Yong Yi
A pipelined hybrid recommender system for ranking the items on the display. RecSys Challenge (2019)