Preprints
- Dual Operating Modes of In-Context Learning
Ziqian Lin and Kangwook Lee
Arxiv 2024 - Can MLLMs Perform Text-to-Image In-Context Learning?
Yuchen Zeng, Wonjun Kang, Yicong Chen, Hyung Il Koo, and Kangwook Lee
Arxiv 2024 - Mini-Batch Optimization of Contrastive Loss
Jaewoong Cho, Kartik Sreenivasan, Keon Lee, Kyunghoo Mun, Soheun Yi, Jeong-Gwan Lee, Anna Lee, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
Arxiv 2023 - Vector-Valued Variation Spaces and Width Bounds for DNNs: Insights on Weight Decay Regularization
Joseph Shenouda, Rahul Parhi, Kangwook Lee, and Robert D. Nowak
Arxiv 2023 - A Better Way to Decay: Proximal Gradient Training Algorithms for Neural Nets
Liu Yang, Jifan Zhang, Joseph Shenouda, Dimitris Papailiopoulos, Kangwook Lee, and Robert D. Nowak
Arxiv 2023 - Improving Fairness via Federated Learning
Yuchen Zeng, Hongxu Chen, and Kangwook Lee
Arxiv 2021