Category / Conference

A Light and Fast Branched Neural Network using Perceptual Optimization for High-Quality Visual Restoration of UDC Images

Jaihyun Koh, Jangho Lee, Junghoon Kim, Youngwook Yoo, Bonghyun You, Sungroh Yoon, in Proceedings of Society for Information Display (SID) Display Week Symposium, San Jose, USA, May 2022.
preprint  link

13 May 2022
Conference, Sungroh Yoon

Stein Latent Optimization for Generative Adversarial Networks

Uiwon Hwang, Heeseung Kim, Dahuin Jung, Hyemi Jang, Hyungyu Lee, Sungroh Yoon, in Proceedings of International Conference on Learning Representations (ICLR), April 2022.
preprint  link  arXiv

25 April 2022
Conference, Sungroh Yoon

PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior

Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu, in Proceedings of International Conference on Learning Representations (ICLR), April 2022.
preprint  link  arXiv

25 April 2022
Conference, Sungroh Yoon

Towards a Rigorous Evaluation of Time-series Anomaly Detection

Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon , in Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, February 2022.
preprint  link  arXiv  

22 February 2022
Conference, Sungroh Yoon

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation

Jungbeom Lee, Jooyoung Choi, Jisoo Mok, Sungroh Yoon, in Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021.
preprint  link  arXiv  code

06 December 2021
Conference, Sungroh Yoon

Noise-Robust Deep Spiking Neural Networks with Temporal Information

Seongsik Park, Dongjin Lee, Sungroh Yoon, in Proceedings of Design Automation Conference (DAC), San Francisco, USA, December 2021.
preprint  link  arXiv

05 December 2021
Conference, Sungroh Yoon

Variance-stationary Differentiable NAS

Hyeokjun Choe, Byunggook Na, Jisoo Mok, Sungroh Yoon, in Proceedings of the British Machine Vision Conference (BMVC), Virtual, November 2021.
preprint  link  

22 November 2021
Conference, Sungroh Yoon

AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate

Jongyoon Song, Sungwon Kim, Sungroh Yoon, in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic, November 2021.
preprint  link

07 November 2021
Conference, Sungroh Yoon

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon, in Proceedings of International Conference on Computer Vision (ICCV), Virtual, October 2021.
preprint  link  arXiv  github

11 October 2021
Conference, Sungroh Yoon

AdvRush: Searching for Adversarially Robust Neural Architectures

Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon, in Proceedings of International Conference on Computer Vision (ICCV), Virtual, October 2021.
preprint  link  arXiv

11 October 2021
Conference, Sungroh Yoon

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