International Publications

[J3] Sungyong Baik, Myungsub Choi, Janghoon Choi, Heewon Kim, and Kyoung Mu Lee, "Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 46, no. 3, pp. 1441-1454, Mar. 2023. [PDF] 

[C14] Cheeun Hong, Sungyong Baik, Heewon Kim, Seungjun Nah, and Kyoung Mu Lee, "CADyQ: Content-Aware Dynamic Quantization for Image Super Resolution," Proc. European Conference on Computer Vision (ECCV), 2022. [PDF] [arXiv] [code] 

[J1] Chiyoung Lee and Heewon Kim, "Machine learning-based predictive modeling of depression in hypertensive populations," PLOS ONE, vol. 17, no. 7, pp. 1-17, Jul. 2022. [PDF] 

[C13] Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, and Kyoung Mu Lee, "Attentive Fine-Grained Structured Sparsity for Image Restoration," Proc. Computer Vision and Pattern Recognition (CVPR), 2022. [PDF] 

[C12] Cheeun Hong*, Heewon Kim*, Sungyong Baik, Junghun Oh, and Kyoung Mu Lee, "DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks," Winter Conference on Applications of Computer Vision (WACV), 2022. [PDF] 

[C11] Junghun Oh, Heewon Kim, Sungyong Baik, Cheeun Hong, and Kyoung Mu Lee, "Batch Normalization Tells You Which Filter is Important," Winter Conference on Applications of Computer Vision (WACV), 2022. [PDF] 

[C10] Sungyong Baik, Janghoon Choi, Heewon Kim, Dohee Cho, Jaesik Min, and Kyoung Mu Lee, "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning," Proc. International Conference on Computer Vision (ICCV), 2021. (ORAL presentation) [PDF] [arXiv] [Supplementary material] [code] 

[C9] Myungsub Choi, Suyoung Lee, Heewon Kim, and Kyoung Mu Lee, "Motion-Aware Dynamic Architecture for Efficient Frame Interpolation," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF] 

[C8] Heewon Kim, Sungyong Baik, Myungsub Choi, Janghoon Choi, and Kyoung Mu Lee, "Searching for Controllable Image Restoration Networks," Proc. International Conference on Computer Vision (ICCV), 2021. [PDF] [arXiv] 

[C7] Andrey Ignatov, Andres Romero, Heewon Kim, and Radu Timofte, "Real-time video super-resolution on smartphones with deep learning, mobile ai 2021 challenge: Report," Proc. Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [PDF] 

[C6] Sungyong Baik, Myungsub Choi, Janghoon Choi, Heewon Kim, and Kyoung Mu Lee, "Meta-Learning with Adaptive Hyperparameters," Advances in Neural Information Processing Systems (NeurIPS), 2020. [PDF] [arXiv] [code] 

[C5] Myungsub Choi, Heewon Kim, Bohyung Han, Ning Xu, and Kyoung Mu Lee, "Channel Attention Is All You Need for Video Frame Interpolation," AAAI Conference on Artificial Intelligence, 2020. [PDF] 

[C4] Seungjun Nah, Sanghyun Son, Radu Timofte, Kyoung Mu Lee, Li Siyao, Ze Pan, Xiangyu Xu, Wenxiu Sun, Myungsub Choi, Heewon Kim, Bohyung Han, Ning Xu, Bumjun Park, Songhyun Yu, Sangmin Kim, Jechang Jeong, Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Zhiyong Gaon, Guannan Chen, Yunhua Lu, Ran Duan, Tong Liu, Lijie Zhang, Woonsung Park, Munchurl Kim, George Pisha, Eyal Naor, Lior Aloni, "AIM 2019 challenge on video temporal super-resolution: Methods and results," International Conference on Computer Vision Workshop (ICCVW), 2019. [PDF] 

[C3] Heewon Kim, Myungsub Choi, Bee Lim, and Kyoung Mu Lee, "Task-Aware Image Downscaling," Proc. European Conference on Computer Vision (ECCV), 2018. [PDF] [Project Page]

[C2] Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseb Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xinngyu Xu, Jinshan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristovao Cruz, Karen Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, and Qi Guo, "NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results," NTIRE 2017: New Trends in Image Restoration and Enhancement workshop and challenge on super-resolution in conjunction with CVPR 2017. [PDF]