Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2025 Challenge: Report - Andrey Ignatov; Georgy Perevozchikov; Radu Timofte; Zhiyu Zhang; Tianxiao Gao; Yukun Yang; Shiai Zhu; Shihao Wang; Kihwan Yoon; Ganzorig Gankhuyag; Hyeon-Cheol Moon; Taehyun Jeong; et al. (IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2025, Nashville, TN, USA, June 11-15, 2025, 2025)

The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report - Bin Ren; Hang Guo; Lei Sun; Zongwei Wu; Radu Timofte; Yawei Li; Yao Zhang; Xinning Chai; Zhengxue Cheng; Yingsheng Qin; Yucai Yang; Li Song; et al. (CoRR, 2025)

Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey - Marcos V. Conde; Zhijun Lei; Wen Li; Ioannis Katsavounidis; Radu Timofte; Min Yan; Xin Liu; Qian Wang; Xiaoqian Ye; Zhan Du; Tiansen Zhang; Zhiyuan Li; et al. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 2024)

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge - Xiaohong Liu; Xiongkuo Min; Guangtao Zhai; Chunyi Li; Tengchuan Kou; Wei Sun; Haoning Wu; Yixuan Gao; Yuqin Cao; Zicheng Zhang; Xiele Wu; Radu Timofte; et al. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 2024)

CASR: Efficient Cascade Network Structure with Channel Aligned method for 4K Real-Time Single Image Super-Resolution - Kihwan Yoon; Ganzorig Gankhuyag; Jinman Park; Haengseon Son; Kyoungwon Min (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 2024)

Lightweight Deep Learning Model for Defective Pixel Detection and Recovery from the Image Sensors - Ganzorig Gankhuyag; Byoung-Il Mun; Changyun Cho; Jinman Park; Haengseon Son; Kyoungwon Min (Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part IX, 2024)

Unified Lightweight Traffic Police Action Recognition Network for Edge Device - Ganzorig Gankhuyag; Jinman Park; Seonyoung Lee; Kyoungwon Min (15th International Conference on Information and Communication Technology Convergence, ICTC 2024, Jeju Island, Republic of Korea, October 16-18, 2024, 2024)

Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey - Marcos V. Conde; Zhijun Lei; Wen Li; Cosmin Stejerean; Ioannis Katsavounidis; Radu Timofte; Kihwan Yoon; Ganzorig Gankhuyag; Jiangtao Lv; Long Sun; Jinshan Pan; Jiangxin Dong; et al. (CoRR, 2024)

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge - Xiaohong Liu; Xiongkuo Min; Guangtao Zhai; Chunyi Li; Tengchuan Kou; Wei Sun; Haoning Wu; Yixuan Gao; Yuqin Cao; Zicheng Zhang; Xiele Wu; Radu Timofte; et al. (CoRR, 2024)

Skip-Concatenated Image Super-Resolution Network for Mobile Devices - Ganzorig Gankhuyag; Jingang Huh; Myeong Kyun Kim; Kihwan Yoon; Hyeon-Cheol Moon; Seungho Lee; Jinwoo Jeong; Sungjei Kim; Yoonsik Choe (IEEE Access, 2023)

Efficient Deep Models for Real-Time 4K Image Super-Resolution. NTIRE 2023 Benchmark and Report - Marcos V. Conde; Eduard Zamfir; Radu Timofte; Daniel Motilla; Cen Liu; Zexin Zhang; Yunbo Peng; Yue Lin; Jiaming Guo; Xueyi Zou; Yuyi Chen; Yi Liu; et al. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023, 2023)

Lightweight Real-Time Image Super-Resolution Network for 4K Images - Ganzorig Gankhuyag; Kihwan Yoon; Jinman Park; Haeng Seon Son; Kyoungwon Min (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023, 2023)

RCV2023 Challenges: Benchmarking Model Training and Inference for Resource-Constrained Deep Learning - Rishabh Tiwari; Arnav Chavan; Deepak K. Gupta; Gowreesh Mago; Animesh Gupta; Akash Gupta; Suraj Sharan; Yukun Yang; Shanwei Zhao; Shihao Wang; Youngjun Kwak; Seonghun Jeong; et al. (IEEE/CVF International Conference on Computer Vision, ICCV 2023 - Workshops, Paris, France, October 2-6, 2023, 2023)

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 Challenge: Report - Andrey Ignatov; Radu Timofte; Maurizio Denna; Abdel Younes; Ganzorig Gankhuyag; Jingang Huh; Myeong Kyun Kim; Kihwan Yoon; Hyeon-Cheol Moon; Seungho Lee; Yoonsik Choe; Jinwoo Jeong; et al. (Computer Vision - ECCV 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part III, 2022)

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report - Andrey Ignatov; Radu Timofte; Maurizio Denna; Abdel Younes; Ganzorig Gankhuyag; Jingang Huh; Myeong Kyun Kim; Kihwan Yoon; Hyeon-Cheol Moon; Seungho Lee; Yoonsik Choe; Jinwoo Jeong; et al. (CoRR, 2022)

Advanced Motion-Constrained AV1 Encoder for 8K 360 VR Tiled Streaming - Ganzorig Gankhuyag; Jinwoo Jeong; Yong-Hwan Kim (2019 International Conference on Information and Communication Technology Convergence, ICTC 2019, Jeju Island, Korea (South), October 16-18, 2019, 2019)

Fast Chroma Prediction Mode Decision based on Luma Prediction Mode for AV1 Intra Coding - Jinwoo Jeong; Ganzorig Gankhuyag; Yong-Hwan Kim (2019 International Conference on Information and Communication Technology Convergence, ICTC 2019, Jeju Island, Korea (South), October 16-18, 2019, 2019)

Motion-constrained AV1 Encoder for 360 VR Tiled Streaming - Ganzorig Gankhuyag; Jinwoo Jeong; Yong-Hwan Kim (International Conference on Information and Communication Technology Convergence, ICTC 2018, Jeju Island, Korea (South), October 17-19, 2018, 2018)

Sparse Recovery Using Sparse Sensing Matrix Based Finite Field Optimization in Network Coding - Ganzorig Gankhuyag; Eungi Hong; Yoonsik Choe (IEICE Trans. Inf. Syst., 2017)

Compression friendly medical image encryption based order relation - Ganzorig Gankhuyag; Soongi Hong; Yoonsik Choe (IEEE International Conference on Consumer Electronics, ICCE 2013, Las Vegas, NV, USA, January 11-14, 2013, 2013)