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  • Home
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    • Selected Papers (2018~)
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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

17 March 2024
Conference, Sungroh Yoon

Improving Diffusion-Based Generative Models via Approximated Optimal Transport

Daegyu Kim, Jooyoung Choi, Chaehun Shin, Uiwon Hwang, Sungroh Yoon, arXiv:2403.05069 [cs.CV], March 2024.
paper  link

08 March 2024
arXiv, Sungroh Yoon

Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models

Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune L Gwon, Sungroh Yoon, arXiv:2402.15162 [cs.CL], February 2024.
paper  link

23 February 2024
arXiv, Sungroh Yoon

Gradient Alignment with Prototype Feature for Fully Test-time Adaptation

Juhyeon Shin, Jonghyun Lee, Saehyung Lee, Minjun Park, Dongjun Lee, Uiwon Hwang, Sungroh Yoon, arXiv:2402.09004 [cs.CV], February 2024.
paper  link

14 February 2024
arXiv, Sungroh Yoon

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

01 February 2024
Journal, Sungroh Yoon

On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss

Yeongtak Oh, Saehyung Lee, Uiwon Hwang, Sungroh Yoon, arXiv:2401.10526 [cs.CV], January 2024.
paper  link

19 January 2024
arXiv, Sungroh Yoon

Mass Spectra Prediction with Structural Motif-based Graph Neural Networks

Jiwon Park, Jeonghee Jo, Sungroh Yoon, Scientific Reports, vol. 14, article no. 1400, January 2024.
paper  link  arXiv

16 January 2024
Journal, Sungroh Yoon

ProPILE: Probing Privacy Leakage in Large Language Models

Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), Spotlight, New Orleans, USA, December 2023.
preprint  link  arXiv

10 December 2023
Conference, Sungroh Yoon

PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising

Hyemi Jang, Junsung Park, Dahuin Jung, Jaihyun Lew, Ho Bae, Sungroh Yoon, in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, December 2023.
preprint  link  arXiv

10 December 2023
Conference, Sungroh Yoon

On the Powerfulness of Textual Outliers for Visual OoD Detection

Sangha Park, Jisoo Mok, Dahuin Jung, Saehyung Lee, Sungroh Yoon, in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, December 2023.
preprint  link  

10 December 2023
Conference, Sungroh Yoon
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