Publications

13 papers. Also on Google Scholar.

2026

ECCV'26

ESC: Emotional Self-correction for Reliable Vision Language Models

Tien-Huy Nguyen, Minh-Nhat Nguyen, Nhat-Huy Nguyen, Hung-Viet Nguyen, Huy Minh Nhat Nguyen, Thanh-Huy Nguyen, Cuong Tuan Nguyen, Hoang M. Le, Dat Nguyen, Phat Kim Huynh, et al.

European Conference on Computer Vision (ECCV), pp. 488–506, 2026

2025

JOSA A'25

Improved Mapping Between Illuminations and Sensors for RAW Images

Abhijith Punnappurath, Luxi Zhao, Hoang Le, Abdelrahman Abdelhamed, SaiKiran Kumar Tedla, Michael S. Brown

Journal of the Optical Society of America A, 42(8), pp. 1182–1190, 2025

CVPRW'25

Towards Efficient and Robust Moment Retrieval System: A Unified Framework for Multi-Granularity Models and Temporal Reranking

Huu-Loc Tran, Tinh-Anh Nguyen-Nhu, Huu-Phong Phan-Nguyen, Tien-Huy Nguyen, Nhat-Minh Nguyen-Dich, Anh Dao, Huy-Duc Do, Quan Nguyen, Hoang M. Le, Quang-Vinh Dinh

CVPR Workshops (IViSE), pp. 3719–3729, 2025

CVPRW'25

A Lightweight Moment Retrieval System with Global Re-Ranking and Robust Adaptive Bidirectional Temporal Search

Tinh-Anh Nguyen-Nhu, Huu-Loc Tran, Nguyen-Khang Le, Minh-Nhat Nguyen, Tien-Huy Nguyen, Hoang-Long Nguyen-Huu, Huu-Phong Phan-Nguyen, Huy-Thach Pham, Quan Nguyen, Hoang M. Le, et al.

CVPR Workshops (IViSE), pp. 3708–3718, 2025

CVPRW'25

Cycle Training with Semi-Supervised Domain Adaptation: Bridging Accuracy and Efficiency for Real-Time Mobile Scene Detection

Huu-Phong Phan-Nguyen, Anh Dao, Tien-Huy Nguyen, Tuan Quang, Huu-Loc Tran, Tinh-Anh Nguyen-Nhu, Huy-Thach Pham, Quan Nguyen, Hoang Le, Quang-Vinh Dinh

CVPR Workshops (MAI), pp. 1888–1897, 2025

2024

arXiv'24

OPSurv: Orthogonal Polynomials Quadrature Algorithm for Survival Analysis

Lilian W. Bialokozowicz*, Hoang M. Le*, Tristan Sylvain, Peter A. I. Forsyth, Vineel Nagisetty, Greg Mori

arXiv preprint arXiv:2402.01955, 2024 · * equal contribution

arXiv

2023

CVPR'23

GamutMLP: A Lightweight MLP for Color Loss Recovery

Hoang M. Le, Brian Price, Scott Cohen, Michael S. Brown

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 18268–18277, 2023

PDFarXivCodeProject
BibTeX
@InProceedings{Le_2023_CVPR,
  author    = {Le, Hoang M. and Price, Brian and Cohen, Scott and Brown, Michael S.},
  title     = {GamutMLP: A Lightweight MLP for Color Loss Recovery},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year      = {2023},
  pages     = {18268-18277}
}

2022

WRM'22

Effect of Gradient Descent Optimizers and Dropout Technique on Deep Learning LSTM Performance in Rainfall-Runoff Modeling

Duong Tran Anh, Dat Vi Thanh, Hoang Minh Le, Bang Tran Sy, Ahad Hasan Tanim, Quoc Bao Pham, Thanh Duc Dang, Son T. Mai, Nguyen Mai Dang

Water Resources Management, 2022

BME'22

A Machine Learning Framework Based on Extreme Gradient Boosting for Intelligent Alzheimer's Disease Diagnosis Using Structure MRI

Hong Ong, Hoang Le, Hoang Nguyen, Dong Nguyen, Huong Ha, Hoan T. Ngo, N. T. Duc

International Conference on the Development of Biomedical Engineering in Vietnam, 2022

IBRO'22

Ensemble Learning Using Traditional Machine Learning and Deep Neural Network for Diagnosis of Alzheimer's Disease

Dong Nguyen, Hoang Nguyen, Hong Ong, Hoang Le, Huong Ha, N. T. Duc, Hoan T. Ngo

IBRO Neuroscience Reports, 13, 2022

2021

CIC'21

GamutNet: Restoring Wide-Gamut Colors for Camera-Captured Images

Hoang Le*, Taehong Jeong*, Abdelrahman Abdelhamed, Hyun Joon Shin, Michael S. Brown

Color and Imaging Conference (CIC29), 2021 · * equal contribution

PDFCode
BibTeX
@article{Hoang_CIC2021,
  title   = {{GamutNet}: Restoring Wide-Gamut Colors for Camera-Captured Images},
  author  = {Le, Hoang and Jeong, Taehong and Abdelhamed, Abdelrahman and Shin, Hyun Joon and Brown, Michael S},
  journal = {Color and Imaging Conference},
  year    = {2021}
}

2020

CIC'20

Improving Color Space Conversion for Camera-Captured Images via Wide-Gamut Metadata

Hoang Le, Mahmoud Afifi, Michael S. Brown

Color and Imaging Conference (CIC28), 2020

PDFCode
BibTeX
@article{Hoang_CIC2020,
  title   = {Improving Color Space Conversion for Camera-Captured Images via Wide-Gamut Metadata},
  author  = {Le, Hoang and Afifi, Mahmoud and Brown, Michael S},
  journal = {Color and Imaging Conference},
  year    = {2020}
}
JHydro'20

Deep Learning Convolutional Neural Network in Rainfall-Runoff Modelling

Song Pham Van, Hoang Minh Le, Dat Vi Thanh, Thanh Duc Dang, Ho Huu Loc, Duong Tran Anh

Journal of Hydroinformatics, 2020