Zobrazeno 1 - 10
of 176
pro vyhledávání: '"Bui, Ha Manh"'
Autor:
Bui, Ha Manh, Liu, Anqi
Morden deep ensembles technique achieves strong uncertainty estimation performance by going through multiple forward passes with different models. This is at the price of a high storage space and a slow speed in the inference (test) time. To address
Externí odkaz:
http://arxiv.org/abs/2403.05600
Autor:
Bui, Ha Manh, Liu, Anqi
Sampling-based methods, e.g., Deep Ensembles and Bayesian Neural Nets have become promising approaches to improve the quality of uncertainty estimation and robust generalization. However, they suffer from a large model size and high latency at test-t
Externí odkaz:
http://arxiv.org/abs/2302.06495
Autor:
Bui, Ha Manh, Maifeld-Carucci, Iliana
Self-Supervised Learning (SSL) is crucial for real-world applications, especially in data-hungry domains such as healthcare and self-driving cars. In addition to a lack of labeled data, these applications also suffer from distributional shifts. There
Externí odkaz:
http://arxiv.org/abs/2212.12411
Autor:
Tran, Bao Quoc, Lin, Kun-Yi Andrew, Boujelbane, Faten, Nguyen, Duy Ngoc, Perng, Yuan-Shing, Giang Duong, Huong Thi, Bui, Ha Manh
Publikováno v:
In Applied Radiation and Isotopes July 2024 209
Publikováno v:
In Sustainable Chemistry One World March 2024 1
Autor:
Duong, Thi Thuy, Nguyen-Thuy, Duong, Phuong, Ngoc Nam, Ngo, Ha My, Doan, Thi Oanh, Le, Thi Phuong Quynh, Bui, Ha Manh, Nguyen-Van, Huong, Nguyen-Dinh, Thai, Nguyen, Thi Anh Nguyet, Cao, Thi Thanh Nga, Pham, Thi Minh Hanh, Hoang, Thu-Huong Thi, Gasperi, Johnny, Strady, Emilie
Publikováno v:
In Science of the Total Environment 15 December 2023 904
Autor:
Trang, Tran Doan, Khiem, Ta Cong, Kwon, Eilhann, Wen, Jet-Chau, Duan, Xiaoguang, Bui, Ha Manh, Hu, Chechia, Tsang, Yiu Fai, Chen, Wei-Hsin, Lin, Kun-Yi Andrew
Publikováno v:
In Surfaces and Interfaces November 2023 42 Part A
Akademický článek
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Autor:
Jiang, Xin-Yu, Park, Young-Kwon, Wen, Jet-Chau, Bui, Ha Manh, Lin, Yi-Feng, Sirivithayapakorn, Sanya, Khiem, Ta Cong, Munagapati, Venkata Subbaiah, Lin, Kun-Yi Andrew
Publikováno v:
In Journal of the Taiwan Institute of Chemical Engineers September 2023 150
Autor:
Nguyen, Tran Thai Ha, Bui, Lien Thi Bich, Tran, Kien Trung, Tran, Dang Thanh Minh, Nguyen, Khuong Vinh, Bui, Ha Manh
Publikováno v:
In Environmental Technology & Innovation August 2023 31