Publications

Publications

GDoFS: Gaussian DoF Separation for Plausible 3D Geometry in Sparse-View 3DGS

Yongsung Kim, Jooyoung Choi, Sungroh Yoon, in Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, USA, March 2026. [Special thanks to Minjun Park]
preprint  link  arXiv

10 March 2026
Conference, Sungroh Yoon

SAVE: Sparse Autoencoder‑Driven Visual Information Enhancement for Mitigating Object Hallucination

Sangha Park, Seungryong Yoo, Jisoo Mok, Sungroh Yoon, in Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, USA, March 2026.
preprint  link

10 March 2026
Conference, Sungroh Yoon

Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment

Sangha Park, Eunji Kim, Yeongtak Oh, Jooyoung Choi, Sungroh Yoon, in Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, USA, March 2026.
preprint  link

10 March 2026
Conference, Sungroh Yoon

Exploring the Transformer-based and Diffusion-based Models for Single Image Deblurring

Seunghwan Park, Chaehun Shin, Jaihyun Lew, Sungroh Yoon, in Journal of Visual Communication and Image Representation, vol. 116, 104735, March 2026.
preprint  link

01 March 2026
Journal, Sungroh Yoon

CANDI: Curated Test-time Adaptation for Multivariate Time-series Anomaly Detection under Distribution Shift

HyunGi Kim, Jisoo Mok, Hyungyu Lee, Juhyeon Shin, Sungroh Yoon, in Proceedings of the Fortieth AAAI Conference on Artificial Intelligence (AAAI), Singapore, January 2026.
preprint  link

27 January 2026
Conference, Sungroh Yoon

Beyond Language-Specific Neurons: The Challenge of Identifying Speech-Specific Neurons in Multimodal LLMs

Nohil Park, Che Hyun Lee, Jiheum Yeom, Heeseung Kim, Sungroh Yoon, in IEEE Journal of Selected Topics in Signal Processing, vol. 20, no. 1, pp. 90-98, January 2026.
preprint  link  

17 January 2026
Journal, Sungroh Yoon

Machine learning-based utilization of lipid panels in predicting kidney dysfunction

Soie Kwon*, Donghwan Yoon*, Changhwa Park*, Sehoon Park, Yong Chul Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Sungroh Yoon, Seung Seok Han, in Kidney Research and Clinical Practice, January 2026. [* equal contribution]
paper  link  

15 January 2026
Journal, Sungroh Yoon

A Multifaceted Analysis of Negative Bias in Large Language Models through the Lens of Parametric Knowledge

Jongyoon Song, Sangwon Yu, Sungroh Yoon, in IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 34, pp. 14-28, January 2026.
preprint  link  

01 January 2026
Journal, Sungroh Yoon

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