2022

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ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning
Jaehoon Oh | Sungnyun Kim | Namgyu Ho | Jin-Hwa Kim | Hwanjun Song | Se-Young Yun
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce
Wonyoung Shin | Jonghun Park | Taekang Woo | Yongwoo Cho | Kwangjin Oh | Hwanjun Song
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning
Sangmook Kim | Wonyoung Shin | Soohyuk Jang | Hwanjun Song | Se-Young Yun
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2020

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Carpe Diem, Seize the Samples Uncertain "at the Moment" for Adaptive Batch Selection
Hwanjun Song | Minseok Kim | Sundong Kim | Jae-Gil Lee
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data
Dongmin Park | Hwanjun Song | Minseok Kim | Jae-Gil Lee
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020