Textual Training for the Hassle-Free Removal of Unwanted Visual Data

Saehyung Lee, Jisoo Mok, Sangha Park, Yongho Shin, Dahuin Jung, Sungroh Yoon, in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024.
preprint  link  arXiv

16 December 2024
Conference, Sungroh Yoon

Cross-modal embedding integrator for disease-gene/protein association prediction using a multi-head attention mechanism

Munyoung Chang, Junyong Ahn, Bong Gyun Kang, Sungroh Yoon, Pharmacology Research & Perspectives, vol. 12, no. 6, e70034, December 2024.
paper  link  

01 December 2024
Journal

Data-driven analysis on perovskite solar cell devices

Seung Un Lee, Yang Jeong Park, Jongbeom Kim, Jino Im, Sungroh Yoon, Sang Il Seok, Current Applied Physics, vol. 68, pp. 98-107, December 2024.
paper  link  

01 December 2024
Journal, Sungroh Yoon

ControlDreamer: Stylized 3D Generation with Multi-View ControlNet

Yeongtak Oh*, Jooyoung Choi*, Yongsung Kim, Minjun Park, Chaehun Shin, Sungroh Yoon, in Proceedings of the 35th British Machine Vision Conference (BMVC), Glasgow, UK, November 2024. [* equal contribution]
preprint  link  arXiv

25 November 2024
Conference, Sungroh Yoon

Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP

Eunji Kim, Kyuhong Shim, Simyung Chang, Sungroh Yoon, in Findings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings), Miami, Florida, USA 2024.
preprint  link  arXiv

16 November 2024
Conference, Sungroh Yoon

Machine learning of metal-organic framework design for carbon dioxide capture and utilization

Yang Jeong Park, Sungroh Yoon, Seung Un Lee, Journal of CO₂ Utilization, vol. 89, p. 102941, November 2024.
paper  link  

01 November 2024
Journal

CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection

Jihun Yi, Sungroh Yoon, in Proceedings of the 33rd ACM Conference on Information and Knowledge Management (CIKM), Boise, USA, October 2024.
preprint  link  

21 October 2024
Conference, Sungroh Yoon

Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation

Yeongtak Oh*, Jonghyun Lee*, Jooyoung Choi, Dahuin Jung, Uiwon Hwang, Sungroh Yoon, in Proceedings of European Conference on Computer Vision (ECCV), Milano, Italy, September 2024. [* equal contribution]
preprint  link  arXiv

29 September 2024
Conference, Sungroh Yoon

1.5 million materials narratives generated by chatbots

Yang Jeong Park, Sung Eun Jerng, Sungroh Yoon, Ju Li, Scientific Data, vol. 11, article no. 1060, September 2024.
paper  link  arXiv

28 September 2024
Journal, Sungroh Yoon

VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech

Heeseung Kim, Sang-gil Lee, Jiheum Yeom, Che Hyun Lee, Sungwon Kim, Sungroh Yoon, in Proceedings of the 25th Interspeech Conference, Kos Island, Greece, September 2024.
preprint  link  

05 September 2024
Conference, Sungroh Yoon

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