Zobrazeno 1 - 10
of 31
pro vyhledávání: '"Kyujoong Lee"'
Publikováno v:
IEEE Access, Vol 11, Pp 122962-122973 (2023)
Weight sparsification has been extensively studied in image classification and object detection to accelerate network inference. However, for image generation tasks, such as image super-resolution, forcing some weights to zeros is a non-trivial task
Externí odkaz:
https://doaj.org/article/999abb0cde984734a2cb383c059f3fd5
Publikováno v:
IEEE Access, Vol 10, Pp 86234-86247 (2022)
Dataflow-scheduling techniques for convolutional neural networks (CNNs) are extensively studied to minimize the off-chip memory access. However, the efficiencies of the previously proposed techniques are limited because their optimizations only consi
Externí odkaz:
https://doaj.org/article/6463e8b619c144e59367b2ebbcbaf2c8
Publikováno v:
IEEE Access, Vol 10, Pp 104567-104576 (2022)
The implementation of deep convolutional neural networks (CNN) in single image super-resolution (SISR) has been successful at improving restoration quality. However, due to analysis made in previous works, it is observed that missing details in low-r
Externí odkaz:
https://doaj.org/article/fe464c41cc794a9a89c9c71a12209d35
Publikováno v:
IEEE Access, Vol 8, Pp 58310-58321 (2020)
Optical flows and video frame interpolation are considered as a chicken-egg problem such that one problem affects the other and vice versa. This paper presents a stack of deep networks to estimate intermediate optical flows from the very first interm
Externí odkaz:
https://doaj.org/article/0bb74930ef634f999df2dd46a48d35e9
Publikováno v:
IEEE Access, Vol 7, Pp 110344-110357 (2019)
Generative adversarial networks (GANs) are used for image enhancement such as single image super-resolution (SISR) and deblurring. The conventional GANs-based image enhancement suffers from two drawbacks that cause a quality degradation due to a loss
Externí odkaz:
https://doaj.org/article/50d9965ad05a4d5ebac9c17447677b70
Publikováno v:
2023 International Conference on Electronics, Information, and Communication (ICEIC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::470f0c22691c77c698dd4cc4d75c15a9
https://doi.org/10.1109/iceic57457.2023.10049982
https://doi.org/10.1109/iceic57457.2023.10049982
Publikováno v:
2023 International Conference on Electronics, Information, and Communication (ICEIC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::398fb1af1ab14c597444365a721fbd81
https://doi.org/10.1109/iceic57457.2023.10049881
https://doi.org/10.1109/iceic57457.2023.10049881
Publikováno v:
2023 International Conference on Electronics, Information, and Communication (ICEIC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ed743057a281daf4e5b813b82d505c92
https://doi.org/10.1109/iceic57457.2023.10049948
https://doi.org/10.1109/iceic57457.2023.10049948
Publikováno v:
Journal of Multimedia Information System. 8:101-110
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e020dbb6f479339b236c9b9a17feb3b9
https://doi.org/10.33851/jmis.2021.8.2.101
https://doi.org/10.33851/jmis.2021.8.2.101
Publikováno v:
2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::df367f1e80aa1585e709e49995771a58
https://doi.org/10.1109/aicas54282.2022.9869926
https://doi.org/10.1109/aicas54282.2022.9869926