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Cheng-Ming Chiang
Cheng-Ming Chiang
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Learned smartphone isp on mobile npus with deep learning, mobile ai 2021 challenge: Report
A Ignatov, CM Chiang, HK Kuo, A Sycheva, R Timofte
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
342021
Deploying image deblurring across mobile devices: A perspective of quality and latency
CM Chiang, Y Tseng, YS Xu, HK Kuo, YM Tsai, GY Chen, KS Tan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
212020
Mlperf mobile inference benchmark: An industry-standard open-source machine learning benchmark for on-device ai
V Janapa Reddi, D Kanter, P Mattson, J Duke, T Nguyen, R Chukka, ...
Proceedings of Machine Learning and Systems 4, 352-369, 2022
192022
Pynet-v2 mobile: Efficient on-device photo processing with neural networks
A Ignatov, G Malivenko, R Timofte, Y Tseng, YS Xu, PH Yu, CM Chiang, ...
2022 26th International Conference on Pattern Recognition (ICPR), 677-684, 2022
112022
MicroISP: processing 32mp photos on mobile devices with deep learning
A Ignatov, A Sycheva, R Timofte, Y Tseng, YS Xu, PH Yu, CM Chiang, ...
European Conference on Computer Vision, 729-746, 2022
92022
MLPerf mobile inference benchmark
VJ Reddi, D Kanter, P Mattson, J Duke, T Nguyen, R Chukka, K Shiring, ...
arXiv preprint arXiv:2012.02328, 2020
92020
Power efficient video super-resolution on mobile npus with deep learning, mobile ai & aim 2022 challenge: Report
A Ignatov, R Timofte, CM Chiang, HK Kuo, YS Xu, MY Lee, A Lu, ...
European Conference on Computer Vision, 130-152, 2022
62022
Answer-checking in Context: A Multi-modal Fully Attention Network for Visual Question Answering
H Huang, T Han, W Han, D Yap, CM Chiang
2020 25th International Conference on Pattern Recognition (ICPR), 1173-1180, 2021
32021
Architecture-aware network pruning for vision quality applications
WT Wang, HL Li, WS Lin, CM Chiang, YM Tsai
2019 IEEE International Conference on Image Processing (ICIP), 2701-2705, 2019
22019
Supplementary Material for Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency
CM Chiang, Y Tseng, YS Xu, HK Kuo, YM Tsai, GY Chen, KS Tan, ...
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