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.
no code implementations • 7 Jun 2023 • Ylaine Gerardin, John Shamshoian, Judy Shen, Nhat Le, Jamie Prezioso, John Abel, Isaac Finberg, Daniel Borders, Raymond Biju, Michael Nercessian, Vaed Prasad, Joseph Lee, Spencer Wyman, Sid Gupta, Abigail Emerson, Bahar Rahsepar, Darpan Sanghavi, Ryan Leung, Limin Yu, Archit Khosla, Amaro Taylor-Weiner
Nested pairwise frames is a method for relative benchmarking of cell or tissue digital pathology models against manual pathologist annotations on a set of sampled patches.
no code implementations • 27 Mar 2023 • Yiqing Shen, Pengfei Guo, Jingpu Wu, Qianqi Huang, Nhat Le, Jinyuan Zhou, Shanshan Jiang, Mathias Unberath
We evaluate our method on a public histology image dataset and an in-house MRI dataset, demonstrating that MoViT applied to varied medical image analysis tasks, can outperform vanilla transformer models across varied data regimes, especially in cases where only a small amount of annotated data is available.
no code implementations • CVPR 2023 • Nhat Le, Thang Pham, Tuong Do, Erman Tjiputra, Quang D. Tran, Anh Nguyen
The proposed dataset consists of 16. 7 hours of paired music and 3D motion from in-the-wild videos, covering 7 dance styles and 16 music genres.
1 code implementation • 17 Mar 2023 • Trong-Thang Pham, Nhat Le, Tuong Do, Hung Nguyen, Erman Tjiputra, Quang D. Tran, Anh Nguyen
In this paper, we present a new method to generate talking head animation with learnable style references.
no code implementations • 6 Feb 2023 • Anh Phuong Ngo, Nhat Le, Hieu T. Nguyen, Abdullah Eroglu, Duong T. Nguyen
Given the high power density low discharge rate and decreasing cost rechargeable lithium-ion batteries LiBs have found a wide range of applications such as power grid level storage systems electric vehicles and mobile devices.
no code implementations • 16 Jan 2023 • Nhat Le, Alexis Plasencia Leos, Juan Henriquez, Anh Phuong Ngo, Hieu T. Nguyen
During the COVID-19 pandemic, the U. S. power sector witnessed remarkable electricity demand changes in many geographical regions.
1 code implementation • 21 Sep 2022 • Nhat Le, Khanh Nguyen, Quang Tran, Erman Tjiputra, Bac Le, Anh Nguyen
In this paper, we propose a new uncertainty-aware label distribution learning method to improve the robustness of deep models against uncertainty and ambiguity.
Facial Expression Recognition Facial Expression Recognition (FER)
1 code implementation • 7 Nov 2021 • Nhat Le, Khanh Nguyen, Anh Nguyen, Bac Le
Our network is designed to extract features from both facial and context regions independently, then learn them together using the attention module.