Category / Sungroh Yoon
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization
Jungbeom Lee, Eunji Kim, Jisoo Mok, Sungroh Yoon, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 3, pp. 1618-1634, March 2024. [A preliminary version appeared in CVPR 2021, Nashville, USA, June 2021]
paper link github preliminary version
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models
Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon, Sungroh Yoon, in Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL), St. Julians, Malta, March 2024.
paper link arXiv
GrounDial: Human-norm Grounded Safe Dialog Response Generation
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon, in Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL Findings), St. Julians, Malta, March 2024.
paper link arXiv
Sample-efficient Adversarial Imitation Learning
Dahuin Jung, Hyungyu Lee, Sungroh Yoon, Journal of Machine Learning Research (JMLR), vol. 25, no. 31, January 2024. [A preliminary version appeared in NeurIPS 2022 Workshop on Deep Reinforcement Learning Workshop, New Orleans, USA, December 2022]
paper link arXiv