Search Results for author: Nhat Le

Found 9 papers, 3 papers with code

Controllable Group Choreography using Contrastive Diffusion

no code implementations29 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.

MoViT: Memorizing Vision Transformers for Medical Image Analysis

no code implementations27 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.

Decision Making Inductive Bias

Music-Driven Group Choreography

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.

Style Transfer for 2D Talking Head Animation

1 code implementation17 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.

Style Transfer

A Quantum Neural Network Regression for Modeling Lithium-ion Battery Capacity Degradation

no code implementations6 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.

regression

Analyze the Effects of COVID-19 on Energy Storage Systems: A Techno-Economic Approach

no code implementations16 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.

energy trading

Uncertainty-aware Label Distribution Learning for Facial Expression Recognition

1 code implementation21 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)

Global-Local Attention for Emotion Recognition

1 code implementation7 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.

Emotion Recognition

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