1.5 million materials narratives generated by chatbots

Yang Jeong Park, Sung Eun Jerng, Jin-Sung Park, Choah Kwon, Chia-Wei Hsu, Zhichu Ren, Sungroh Yoon, Ju Li, arXiv:2308.13687 [cond-mat.mtrl-sci, cs.CL], August 2023.
paper  link

25 August 2023
arXiv, Sungroh Yoon

Speaker-adaptive Speech Synthesis with Untranscribed Data

Heeseung Kim, Sungwon Kim, Jiheum Yeom, Sungroh Yoon, in Proceedings of the 24th Interspeech Conference (INTERSPEECH), Dublin, Ireland, August 2023.
preprint  link  arXiv

20 August 2023
Conference, Sungroh Yoon

AIVariant: a deep learning based somatic variant detector for highly contaminated tumor samples

Hyeonseong Jeon, Junhak Ahn, Byunggook Na, Soona Hong, Sun Kim, Sungroh Yoon, Daehyun Baek, Experimental & Molecular Medicine, https://doi.org/10.1038/s12276-023-01049-2, August 2023.
paper  link

01 August 2023
Journal, Sungroh Yoon

Probabilistic Concept Bottleneck Models

Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Honolulu, USA, July 2023.
preprint  link  arXiv

23 July 2023
Conference, Sungroh Yoon

On the Impact of Knowledge Distillation for Model Interpretability

Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Honolulu, USA, July 2023.
preprint  link  arXiv

23 July 2023
Conference, Sungroh Yoon

Improving Visual Prompt Tuning for Self-supervised Vision Transformers

Seungryong Yoo, Eunji Kim, Dahuin Jung, Jungbeom Lee, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Honolulu, USA, July 2023.
preprint  link  arXiv

23 July 2023
Conference, Sungroh Yoon

Large-scale Lifelong Learning of In-context Instructions and How to Tackle It

Jisoo Mok, Jaeyoung Do, Sungjin Lee, Tara Taghavi, Seunghak Yu, Sungroh Yoon, in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), Toronto, Canada, July 2023.
preprint  link  arXiv

09 July 2023
Conference, Sungroh Yoon

Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency

Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune L. Gwon, Sungroh Yoon, in Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), Toronto, Canada, July 2023.
preprint  link  arXiv

08 July 2023
Conference, Sungroh Yoon

Deep learning-based prediction for significant coronary artery stenosis on coronary computed tomography angiography in asymptomatic populations

Heesun Lee, Bong Gyun Kang, Jeonghee Jo, Hyo Eun Park, Sungroh Yoon, Su-Yeon Choi, Min J. Kim, Frontiers in Cardiovascular Medicine, doi: 10.3389/fcvm.2023.1167468, June 2023.
paper  link

21 June 2023
Journal, Sungroh Yoon

Grounding Counterfactual Explanation of Image Classifier to Textual Concept Space

Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi, in Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver Canada, June 2023.
paper  link  arXiv

18 June 2023
Conference

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