이기복Kibok Lee

AugMask: Training Diffusion Models on Incomplete Tabular Data via Stochastic Augmentation and Masking

Jungkyu Kim, Taeyoung Park, Kibok Lee

Calibrated Mixup for Imbalanced Regression on Tabular Data

Nathaniel Kang, Kibok Lee, Jongho Im

Dataset-Driven Channel Masks in Transformers for Multivariate Time Series

Seunghan Lee, Taeyoung Park, Kibok Lee

Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting

Hyeonseo Jang, Hyuk Kwon, Kibok Lee

Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining

Hyeonseo Jang, Jaebyeong Jeon, Joong-Won Hwang, Kibok Lee

When and Where to Reset Matters for Long-Term Test-Time Adaptation

Taejun Lim, Joong-Won Hwang, Kibok Lee

A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning

Chungpa Lee, Jeongheon Oh, Kibok Lee, Jy-yong Sohn

Automated Model Evaluation for Object Detection via Prediction Consistency and Reliability

Seungju Yoo, Hyuk Kwon, Joong-Won Hwang, Kibok Lee