Zobrazeno 1 - 10
of 4 201
pro vyhledávání: '"Jae-Sun An"'
In recent years, the long-range attention mechanism of vision transformers has driven significant performance breakthroughs across various computer vision tasks. However, the traditional self-attention mechanism, which processes both informative and
Externí odkaz:
http://arxiv.org/abs/2410.23608
Autor:
Zhao, Yiwei, Li, Ziyun, Khwa, Win-San, Sun, Xiaoyu, Zhang, Sai Qian, Sarwar, Syed Shakib, Stangherlin, Kleber Hugo, Lu, Yi-Lun, Gomez, Jorge Tomas, Seo, Jae-Sun, Gibbons, Phillip B., De Salvo, Barbara, Liu, Chiao
Low-Latency and Low-Power Edge AI is essential for Virtual Reality and Augmented Reality applications. Recent advances show that hybrid models, combining convolution layers (CNN) and transformers (ViT), often achieve superior accuracy/performance tra
Externí odkaz:
http://arxiv.org/abs/2410.08326
Bit-level sparsity methods skip ineffectual zero-bit operations and are typically applicable within bit-serial deep learning accelerators. This type of sparsity at the bit-level is especially interesting because it is both orthogonal and compatible w
Externí odkaz:
http://arxiv.org/abs/2409.05227
Autor:
Fujii, Keisuke, Sano, Ryuichi, Nakano, Tomohide, Park, Jae-Sun, Lore, Jeremy, Shafer, Morgan, Biewer, Theodore
It has been theoretically predicted that the \ExB drift caused by the spontaneously generated potential in scrape-off-layers (SOLs) and divertors in tokamaks is of a similar size to the poloidal component of the parallel flow and turbulent flow, ther
Externí odkaz:
http://arxiv.org/abs/2405.18219
Autor:
Meng, Jian, Liao, Yuan, Anupreetham, Anupreetham, Hasssan, Ahmed, Yu, Shixing, Suh, Han-sok, Hu, Xiaofeng, Seo, Jae-sun
The development of model compression is continuously motivated by the evolution of various neural network accelerators with ASIC or FPGA. On the algorithm side, the ultimate goal of quantization or pruning is accelerating the expensive DNN computatio
Externí odkaz:
http://arxiv.org/abs/2405.01775
Conventional super-resolution methods suffer from two drawbacks: substantial computational cost in upscaling an entire large image, and the introduction of extraneous or potentially detrimental information for downstream computer vision tasks during
Externí odkaz:
http://arxiv.org/abs/2312.05803
Publikováno v:
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, pp. 729-738
Early object detection (OD) is a crucial task for the safety of many dynamic systems. Current OD algorithms have limited success for small objects at a long distance. To improve the accuracy and efficiency of such a task, we propose a novel set of al
Externí odkaz:
http://arxiv.org/abs/2311.02274
Autor:
Taehyun Hwang, Byounghyun Lim, Oh-Seok Kwon, Moon-Hyun Kim, Daehoon Kim, Je-Wook Park, Hee Tae Yu, Tae-Hoon Kim, Jae-Sun Uhm, Boyoung Joung, Moon-Hyoung Lee, Chun Hwang, Hui-Nam Pak
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-11 (2024)
Abstract It would be clinically valuable if the efficacy of antiarrhythmic drugs could be simulated in advance. We developed a digital twin to predict amiodarone efficacy in high-risk atrial fibrillation (AF) patients post-ablation. Virtual left atri
Externí odkaz:
https://doaj.org/article/378838a9c288415ca167440fb12be8b7
Autor:
Hualin Nie, Mi-Hyun Lee, Sanghee Lee, Seo-Rin Ko, Young-Soo Hong, Jae Sun Moon, Jun Myoung Yu, Ah-Young Shin, Suk-Yoon Kwon
Publikováno v:
Research in Plant Disease, Vol 30, Iss 3, Pp 268-277 (2024)
Erwinia pyrifoliae is a gram-negative bacterial pathogen that commonly causes black shoot blight in pear and apple tree. Although the pathogenicity of this bacterial species is very similar to E. amylovora, there is no specific explanation of its pat
Externí odkaz:
https://doaj.org/article/32e60278a7fa4905b47f4a61d51b206c
Autor:
Ji-Hoon Choi, Kyoung-Min Park, Chang Hee Kwon, Sung-Hwan Kim, Yoo Ri Kim, Jin-Bae Kim, Ki-Byung Nam, Jaemin Shim, Jae-Sun Uhm, Hee Tae Yu, Ki Hong Lee, Eue-Keun Choi, Seongwook Han
Publikováno v:
International Journal of Arrhythmia, Vol 25, Iss 1, Pp 1-7 (2024)
Abstract Background An idiopathic outflow tract premature ventricular complex (OT-PVC) is a common arrhythmia, and the accuracy of site of origin prediction using the 12-lead electrocardiogram (ECG) algorithm is not high. There are no studies about a
Externí odkaz:
https://doaj.org/article/57571e5ee00348b8bab60ed4e51c25a9