Zobrazeno 1 - 10
of 462
pro vyhledávání: '"Cao Zehong"'
Automatic and accurate segmentation of brain MR images throughout the human lifespan into tissue and structure is crucial for understanding brain development and diagnosing diseases. However, challenges arise from the intricate variations in brain ap
Externí odkaz:
http://arxiv.org/abs/2407.21328
Autor:
Paeedeh, Naeem, Pratama, Mahardhika, Wibirama, Sunu, Mayer, Wolfgang, Cao, Zehong, Kowalczyk, Ryszard
Few-Shot Class-Incremental Learning presents an extension of the Class Incremental Learning problem where a model is faced with the problem of data scarcity while addressing the catastrophic forgetting problem. This problem remains an open problem be
Externí odkaz:
http://arxiv.org/abs/2405.05984
Autor:
Paeedeh, Naeem, Pratama, Mahardhika, Ma'sum, Muhammad Anwar, Mayer, Wolfgang, Cao, Zehong, Kowlczyk, Ryszard
Most few-shot learning works rely on the same domain assumption between the base and the target tasks, hindering their practical applications. This paper proposes an adaptive transformer network (ADAPTER), a simple but effective solution for cross-do
Externí odkaz:
http://arxiv.org/abs/2401.13987
Autor:
Nan, Yang, Xing, Xiaodan, Wang, Shiyi, Tang, Zeyu, Felder, Federico N, Zhang, Sheng, Ledda, Roberta Eufrasia, Ding, Xiaoliu, Yu, Ruiqi, Liu, Weiping, Shi, Feng, Sun, Tianyang, Cao, Zehong, Zhang, Minghui, Gu, Yun, Zhang, Hanxiao, Gao, Jian, Wang, Pingyu, Tang, Wen, Yu, Pengxin, Kang, Han, Chen, Junqiang, Lu, Xing, Zhang, Boyu, Mamalakis, Michail, Prinzi, Francesco, Carlini, Gianluca, Cuneo, Lisa, Banerjee, Abhirup, Xing, Zhaohu, Zhu, Lei, Mesbah, Zacharia, Jain, Dhruv, Mayet, Tsiry, Yuan, Hongyu, Lyu, Qing, Qayyum, Abdul, Mazher, Moona, Wells, Athol, Walsh, Simon LF, Yang, Guang
Airway-related quantitative imaging biomarkers are crucial for examination, diagnosis, and prognosis in pulmonary diseases. However, the manual delineation of airway trees remains prohibitively time-consuming. While significant efforts have been made
Externí odkaz:
http://arxiv.org/abs/2312.13752
Publikováno v:
IEEE Transactions on Fuzzy Systems, vol. 30, no. 8, pp. 3125-3137, Aug. 2022
Recently, distributed semi-supervised learning (DSSL) algorithms have shown their effectiveness in leveraging unlabeled samples over interconnected networks, where agents cannot share their original data with each other and can only communicate non-s
Externí odkaz:
http://arxiv.org/abs/2209.09240
Autor:
Cao, Zehong, Yun, Jie
Autonomous driving has been at the forefront of public interest, and a pivotal debate to widespread concerns is safety in the transportation system. Deep reinforcement learning (DRL) has been applied to autonomous driving to provide solutions for obs
Externí odkaz:
http://arxiv.org/abs/2201.08116
Autor:
Nan, Yang, Xing, Xiaodan, ShiyiWang, Tang, Zeyu, Felder, Federico N, Zhang, Sheng, Ledda, Roberta Eufrasia, Ding, Xiaoliu, Yu, Ruiqi, Liu, Weiping, Shi, Feng, Sun, Tianyang, Cao, Zehong, Zhang, Minghui, Gu, Yun, Zhang, Hanxiao, Gao, Jian, Wang, Pingyu, Tang, Wen, Yu, Pengxin, Kang, Han, Chen, Junqiang, Lu, Xing, Zhang, Boyu, Mamalakis, Michail, Prinzi, Francesco, Carlini, Gianluca, Cuneo, Lisa, Banerjee, Abhirup, Xing, Zhaohu, Zhu, Lei, Mesbah, Zacharia, Jain, Dhruv, Mayet, Tsiry, Yuan, Hongyu, Lyu, Qing, Qayyum, Abdul, Mazher, Moona, Wells, Athol, Walsh, Simon LF, Yang, Guang
Publikováno v:
In Medical Image Analysis October 2024 97
Publikováno v:
In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 15 April 2024 311
Autor:
Liu, Xinping, Cao, Zehong
Electroencephalography (EEG) signals recordings when people reading natural languages are commonly used as a cognitive method to interpret human language understanding in neuroscience and psycholinguistics. Previous studies have demonstrated that the
Externí odkaz:
http://arxiv.org/abs/2103.15500
Autor:
Cao, Zehong, John, Alka Rachel, Chen, Hsiang-Ting, Martens, Kaylena Ehgoetz, Georgiades, Matthew, Gilat, Moran, Nguyen, Hung T., Lewis, Simon J. G., Lin, Chin-Teng
Mobility is severely impacted in patients with Parkinson's disease (PD), especially when they experience involuntary stopping from the freezing of gait (FOG). Understanding the neurophysiological difference between "voluntary stopping" and "involunta
Externí odkaz:
http://arxiv.org/abs/2102.03573