Publications

Publications

Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance

Heeseung Kim*, Sungwon Kim*, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Spotlight, Baltimore, USA, July 2022. [* equal contribution]
preprint  link  arXiv

17 July 2022
Conference, Sungroh Yoon

Confidence Score for Source-Free Unsupervised Domain Adaptation

Jonghyun Lee, Dahuin Jung, Junho Yim, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Baltimore, USA, July 2022.
preprint  link

17 July 2022
Conference, Sungroh Yoon

Dataset Condensation with Contrastive Signals

Saehyung Lee, Sanghyuk Chun, Sangwon Jung, Sangdoo Yun, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Baltimore, USA, July 2022.
preprint  link  arXiv

17 July 2022
Conference, Sungroh Yoon

Prediction of Mortality and Intervention in COVID-19 Patients Using Generative Adversarial Networks

Uiwon Hwang, Euideuk Hwang, Minsoo Kang, Sungroh Yoon, in Proceedings of ICML 2022 Workshop on Healthcare AI and COVID-19, PMLR vol. 184, pp. 91-99, July 2022.
paper  link

01 July 2022
Conference, Sungroh Yoon

BNUDC: A Two-Branched Deep Neural Network for Restoring Images from Under-Display Cameras

Jaihyun Koh, Jangho Lee, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 2022.
preprint  link

20 June 2022
Conference, Sungroh Yoon

Perception Prioritized Training of Diffusion Models

Jooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 2022.
preprint  link  arXiv  github

20 June 2022
Conference, Sungroh Yoon

Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization

Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 2022.
preprint  link  arXiv

20 June 2022
Conference, Sungroh Yoon

Weakly Supervised Semantic Segmentation using Out-of-Distribution Data

Jungbeom Lee, Seong Joon Oh, Sangdoo Yun, Junsuk Choe, Eunji Kim, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 2022.
preprint  link  arXiv

20 June 2022
Conference, Sungroh Yoon

Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?

Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 2022.
preprint  link

20 June 2022
Conference, Sungroh Yoon

Out of Sight, Out of Mind: A Source-View-Wise Feature Aggregation for Multi-View Image-Based Rendering

Geonho Cha, Chaehun Shin, Sungroh Yoon, Dongyoon Wee, arXiv:2206.04906 [cs.CV], June 2022.
paper  link

10 June 2022
arXiv, Sungroh Yoon

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