1 code implementation • LREC 2022 • Khang Le, Hien Nguyen, Tung Le Thanh, Minh Nguyen
(4) The dataset is in Vietnamese, a low-resource language.
no code implementations • 29 Oct 2023 • Nhat Le, Tuong Do, Khoa Do, Hien Nguyen, Erman Tjiputra, Quang D. Tran, Anh Nguyen
Music-driven group choreography poses a considerable challenge but holds significant potential for a wide range of industrial applications.
1 code implementation • 24 Sep 2023 • Trong Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le
In the field of chest X-ray (CXR) diagnosis, existing works often focus solely on determining where a radiologist looks, typically through tasks such as detection, segmentation, or classification.
2 code implementations • 28 Mar 2023 • Ludwig Bothmann, Lisa Wimmer, Omid Charrakh, Tobias Weber, Hendrik Edelhoff, Wibke Peters, Hien Nguyen, Caryl Benjamin, Annette Menzel
(2) We provide an active learning (AL) system that allows training deep learning models very efficiently in terms of required human-labeled training images.
no code implementations • 16 Mar 2022 • Minh Tran, Viet-Khoa Vo-Ho, Kyle Quinn, Hien Nguyen, Khoa Luu, Ngan Le
We then provide recent developments of CapsNet for the task of medical image segmentation.
no code implementations • 22 Feb 2021 • Daniel Fryer, Inga Strümke, Hien Nguyen
The Shapley value has become popular in the Explainable AI (XAI) literature, thanks, to a large extent, to a solid theoretical foundation, including four "favourable and fair" axioms for attribution in transferable utility games.
no code implementations • 31 Oct 2020 • Maoqiang Wu, Xinyue Zhang, Jiahao Ding, Hien Nguyen, Rong Yu, Miao Pan, Stephen T. Wong
This paper aims to attract interest from researchers in the medical deep learning community to this important problem.
1 code implementation • 8 Aug 2020 • Daniel Fryer, Hien Nguyen, Pascal Castellazzi
We state theoretical properties for $k$-means clustering of Symmetric Positive Definite (SPD) matrices, in a non-Euclidean space, that provides a natural and favourable representation of these data.
no code implementations • 12 Jul 2020 • Daniel Vidali Fryer, Inga Strümke, Hien Nguyen
To the best of our knowledge, all existing game formulations in the machine learning and statistics literature fall into a category which we name the model-dependent category of game formulations.
no code implementations • 4 Feb 2020 • Leila Saadatifard, Aryan Mobiny, Pavel Govyadinov, Hien Nguyen, David Mayerich
Maps of brain microarchitecture are important for understanding neurological function and behavior, including alterations caused by chronic conditions such as neurodegenerative disease.
no code implementations • 7 Aug 2019 • Binh Nguyen, Vu Bao Hung Nguyen, Hien Nguyen, Pham Ngoc Phuong, The-Loc Nguyen, Quoc Truong Do, Luong Chi Mai
However, there are still difficulties in standardizing the output of ASR such as capitalization and punctuation restoration for long-speech transcription.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • COLING 2012 • Steven Blake, Advaith Siddharthan, Hien Nguyen, Nirwan Sharma, Anne-Marie Robinson, Elaine O{'}Mahony, Ben Darvill, Chris Mellish, Ren{\'e} van der Wal