Publications

2024

Conference Papers

Z-GMOT with MA-SORT: Zero-shot Generic Multiple Object Tracking (GMOT) with Motion Appearance SORT (MA-SORT)

K. H. Tran, A. D. Le Dinh, T. P. Nguyen, T. Phan, P. Nguyen, K. Luu, D. Adjeroh, G. Doretto, N. Le, , 2024

Open-vocabulary affordance detection using knowledge distillation and text-point correlation

T. Van Vo, M. Nhat Vu, B. Huang, T. Nguyen, N. Le, T. Vo, A. Nguyen, ICRA, 2024

I-AI: A Controllable and Interpretable AI System for Decoding Radiologists Intense Focus for Accurate CXR Diagnoses

T. Pham, J. Brecheisen, A. Nguyen, H. Nguyen, N. Le, WACV, 2024

WAVER: Writing-style Agnostic Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge

H. Le, T. Kieu, A. Nguyen, N. Le , ICASSP, 2024

ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection

T. Phan, K. Vo, D. Le, G. Doretto, D. Adjeroh, N. Le , WACV, 2024

SolarFormer: Multi-scale Transformer for Solar PV Profiling

A. de Luis, M. Tran, T. Hanyu, A. Tran, L. Haitao, R. McCann, A. Mantooth, Y. Huang, N. Le, SGSMA, 2024

Language-Conditioned Affordance-Pose Detection in 3D Point Clouds

T. Nguyen, M. Nhat Vu, B. Huang, T. Van Vo, V. Truong, N. Le, T. Vo, B. Le, A. Nguyen, ICRA, 2024

Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation

K. Yamazaki, T. Hanyu, K. Vo, T. Pham, M. Tran, G. Doretto, A. Nguyen, N. Le, ICRA, 2024

MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation

N.-T Bui, D.-H Hoang, Q.-T Nguyen, M.-T Tran, N. Le, WACV, 2024

TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network

N.-T Bui, D.-H Hoang, T. Phan, M.-T Tran, B. Patel, D. Adjeroh, N. Le, ISBI, 2024

SAM3D: Segment Anything Model in Volumetric Medical Images

N.-T Bui, D.-H Hoang, M.-T Tran, G. Doretto, D. Adjeroh, B. Patel, A. Choudhary, N. Le, ISBI, 2024

 

2023

Journal Papers

Z-GMOT: Zero-shot Generic Multiple Object Tracking

K. H. Tran, T.-P. Nguyen, A. D. Le Dinh, P. Nguyen, T. Phan, K. Luu, D. Adjeroh, N. Le, arXiv, 2023

AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation

K. Yamazaki, T. Hanyu, M. Tran, A. Garcia, A. Tran, R. McCann, H. Liao, C. Rainwater, M. Adkins, A. Molthan, J. Cothren, N. Le, arXiv, 2023

 

Conference Papers

Chapter 19 - Neural architecture search for medical image applications

V.-K Vo-Ho, K. Yamazaki, H. Hoang, M.-T Tran, N. Le, Academic Press, 2023

VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning

K. Yamazaki, K. Vo, S. Truong, B. Raj, N. Le, AAAI, 2023

CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection

D. Le, S. Truong, P. Brijesh, D. A. Adjeroh, N. Le, ICIP, 2023

sCL-ST: Supervised Contrastive Learning with Semantic Transformations for Multiple Lead ECG Arrhythmia Classification

V.-K Vo-Ho, K. Yamazaki, H. Hoang, M.-T Tran, N. Le, IEEE, 2023

Open-Vocabulary Affordance Detection in 3D Point Clouds

T. Ngyen, M. N. Vu, A. Vuong, D. Nguyen, T. Vo, N. Le, A. Nguyen, iROS, 2023

Fredom: Fairness domain adaptation approach to semantic scene understanding

T.-D Truong, N. Le, B. Raj, J. Cothren, K. Luu, IEEE/CVF, 2023

DNA: Deformable Neural Articulations Network for Template-Free Dynamic 3D Human Reconstruction From Monocular RGB-D Video

K. Vo, T.-T Pham, K. Yamazaki, M. Tran, N. Le, IEEE/CVF, 2023

Neural architecture search for medical image applications

V.-K. Vo-Ho, K. Yamazaki, H. Hoang, M.-T Tran, N. Le, Academic Press, 2023

LIAAD: Lightweight attentive angular distillation for large-scale age-invariant face recognition

T. -D Truong, C. N. Duong, K. G. Quach, N. Le, T. D. Bui, K. Luu, Elsevier, 2023

Decoding Radiologists Intense Focus for Accurate CXR Diagnoses: A Controllable and Interpretable AI System

T. T. Pham, J. Brecheisen, A. Nguyen, H. Nguyen, N. Le, K. Luu, WACV, 2023

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

Duy M. H. Nguyen, Tan N. Pham, N. T. Diep, N. Phan, Q. Pham, V. Tong, B. T. Nguyen, N. Le, N. Ho, P. Xie, D. Sonntag, NeurIPS, 2023

 

2022

Journal Papers

Non-volume preserving-based fusion to group-level emotion recognition on crowd videos

K. G. Quach, N. Le, C. N. Duong, I. Jalata, K. Roy, K. Luu , Pergamon, 2022

AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation

K. Vo, S. Truong, K. Yamazaki, B. Raj, MT. Tran, N. Le, International Journal of Computer Vision (IJCV), 2022

Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey

N. Le, K. Yamazaki, V. Rathour, K. Luu, and M. Savvides, Artificial Intelligence Review, 2021

Spiking neural networks and their applications: A Review

K. Yamazaki, K. Vo-Ho, D. Bulsara, N. Le, Brain Sciences, 2022

 

Conference Papers

SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data

M. Tran, L. Ly, B.-S Hua, N. Le , ISBI, 2022

Invertible Residual Network with Regularization for Effective Volumetric Segmentation

K. Yamazaki, N. Le, V. Rathour, SPIE Medical Imaging, 2022

Self-supervised Domain Adaptation in Crowd Counting

P. Nguyen, T.-D Truong, M. Huang, Y. Liang, N. Le, K. Luu , ICIP, 2022

OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation

T.-D Truong, N. V. Sai Raviteja Chappa, X. B. Nguyen, N. Le, A. Dowling, K. Luu , ICPR, 2022

Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles

P. Nguyen, K. G. Quach, C. N. Duong, N. Le, X.-B. Nguyen, K. Luu, CVPR, 2022

VLCap: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning

K. Yamazaki, S. Truong, K. Vo, M. Kidd, C. Rainwater, K. Luu, N. Le, ICIP, 2022

EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification

T.-P Nguyen, T.-T Pham, T Nguyen, H. Le, D. Nguyen, H. Lam, P. Nguyen, J. Fowler, M.-T Tran, N. Le, WACV, 2022

AISFormer: Amodal Instance Segmentation with Transformer

M. Tran, K. Vo, K. Yamazaki, A. Fernandes, M. Kidd, N. Le, BMVC, 2022

Contextual Explainable Video Representation:\Human Perception-based Understanding

K. Vo, K. Yamazaki, P. X Nguyen, P. Nguyen, K. Luu, N. Le, IEEE Signal Processing Asilomar, 2022

Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning

T. Phan, D. Le, P. Brijesh, D. Adjeroh, J. Wu, M. Olgaard Jensen, N. Le, BHI, 2022

3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation

M. Tran, V.-K Vo-Ho, N. Le, ICPR, 2022

 

2021

Journal Papers

Enhance portable radiograph for fast and high accurate covid-19 monitoring

N. Le, J. Sorensen, T. Bui, A. Choudhary, K. Luu, H. Nguyen, MDPI, 2021

Narrow Band Active Contour Attention Model for Medical Segmentation

N. Le, T. Bui, K. Vo-Ho, K. Yamazaki, K. Luu, Diagnostics, 2021

Fast flow reconstruction via robust invertible n× n convolution

T.-D Truong, C. N. Duong, M.-T Tran, N. Le, K. Luu, MDPI, 2021

Teaching yourself: A self-knowledge distillation approach to action recognition

D.-Q Vu, N. Le, J.-C Wang, IEEE, 2021

ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation

K. Vo, K. Yamazaki, S. Truong, M.-T. Tran, A. Sugimoto, and N. Le, IEEE Access, 2021

 

Conference Papers

A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection and Segmentation

N. Le, K. Yamazaki, K. Quach, D. Truong, and M. Savvides, International Conference on Pattern Recognition (ICPR), 2021

Offset Curves Loss for Imbalanced Problem in Medical Segmentation

N. Le, T. Le, K. Yamazaki, B. Toan, K. Luu, International Conference on Pattern Recognition (ICPR), 2021

Agent-Environment Network for Temporal Action Proposal Generation

V. Vo-Ho, N. Le, K. Yamazaki, A. Sugimoto, and M. Tran, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021

Deep reinforcement learning in medical imaging: A literature review

S. K. Zhou, N. Le, K. Luu, H. V. Nguyen, N. Ayache, Medical Image Analysis, 2021

The Right to Talk: An Audio-Visual Transformer Approach

T.-D Truong, C. Nhan Duong, T. D. Vu, H. Anh Pham, B. Raj, N. Le, K. Luu, ICCV, 2021

BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation

T.-D Truong, C. N. Duong, N. Le, S. L. Phung, C. Rainwater, K. Luu, ICCV, 2021

Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification

M. D. Le, V. S. Rathour, Q. S. Truong, Q. Mai, P. Brijesh, N. Le, IEEE, 2021

Pairflow: Enhancing portable chest x-ray by flow-based deformation for covid-19 diagnosing

N. Le, J. Sorensen, T. D. Bui, A. Choudhary, K. Luu, H. Nguyen, ICIP, 2021

Roughness Index and Roughness Distance for Benchmarking Medical Segmentation

V. Singh Rathour, K. Yamakazi, T Le, Bioimaging, 2021

AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation

K. Vo, H. Joo, K. Yamazaki, S. Truong, K. Kitani, M.-T Tran, N Le, BMVC, 2021

DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation

D.-H Hoang, G.-H Diep, M.-T Tran, N. Le, ACM, 2021

3d-ucaps: 3d capsules unet for volumetric image segmentation

T. Nguyen, B.-S Hua, N. Le, Springer, 2021

AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation

K. Vo, H. Joo, K. Yamazaki, S. Truong, K. Kitani,, M.-T. Tran, N. Le, BMVC, 2021 Oral Presentation

 

2020

Conference Papers

Follow then Forage Exploration: Improving Asynchronous Advantage Actor Critic

James B. Holliday, N Le, CSIT, 2020

Flow-based deformation guidance for unpaired multi-contrast mri image-to-image translation

T. D. Bui, M. Nguyen, N. Le, K. Luu, Springer, 2020

 

2019

Journal Papers

Shrinkteanet: Million-scale lightweight face recognition via shrinking teacher-student networks

C. N. Duong, K. Luu, K. G. Quach, N. Le, arXiv, 2019

Recurrent level set networks for instance segmentation

N. Le, K. Luu, M. Savvides, K. G. Quach, C. N. Duong, IntechOpen, 2019

 

Conference Papers

Learning from longitudinal face demonstration—where tractable deep modeling meets inverse reinforcement learning

C. N. Duong, K. G. Quach, K. Luu, T Le, M. Savvides, T. D. Bui, Springer, 2019

Mobiface: A lightweight deep learning face recognition on mobile devices

C. N. Duong, K. G. Quach, I. Jalata, N. Le, K. Luu, IEEE, 2019

 

2018

Journal Papers

Reformulating level sets as deep recurrent neural network approach to semantic segmentation

N. Le, K. G. Quach, K. Luu, C. N. Duong, M. Savvides, IEEE, 2018

Contextual Recurrent Level Set Networks and Recurrent Residual Networks for Semantic Labeling

N. Le, Carnegie Mellon University, 2018

 

Conference Papers

Deep Recurrent Level Set for Segmenting Brain Tumors

N. Le, R. Gummadi, M. Savvides, Springer, 2018

Automatic Face Aging in Videos via Deep Reinforcement Learning

C.N. Duong, K. Luu, K.G. Quach, N. Nguyen, E. Patterson, T.D. Bui, N. Le, CVPR, 2018

 

2017

Journal Papers

Semi self-training beard/moustache detection and segmentation simultaneously

N. Le, K. Luu, C. Zhu, M. Savvides, Elsevier, 2017

Robust Hand Detection and Classification in Vehicles and in the Wild.

C. N. Duong, K. G. Quach, K. Luu, N. Le, M. Savvides, IEEE, 2017

 

Conference Papers

An automatic cells detection and segmentation

L. Han, N. Le, M. Savvides, SPIE, 2017

DeepSafeDrive: A grammar-aware driver parsing approach to Driver Behavioral Situational Awareness (DB-SAW)

N. Le, C. Zhu, Y. Zheng, K. Luu, M. Savvides, Pergamon, 2017

 

2016

Journal Papers

Weakly supervised facial analysis with dense hyper-column features

C. Zhu, Y. Zheng, K. Luu, N. Le, C. Bhagavatula, M Savvides, IEEE, 2016

 

Conference Papers

Multiple scale faster-rcnn approach to driver’s cell-phone usage and hands on steering wheel detection

N. Le, Y. Zheng, C. Zhu, K. Luu, M. Savvides, IEEE, 2016

A novel shape constrained feature-based active contour model for lips/mouth segmentation in the wild

N. Le, M. Savvides, Pergamon, 2016

Robust hand detection in vehicles

N. Le, C. Zhu, Y. Zheng, K. Luu, M. Savvides, IEEE, 2016

Towards a deep learning framework for unconstrained face detection

Y. Zheng, C. Zhu, K. Luu, C. Bhagavatula, N. Le, M. Savvides, IEEE, 2016

 

Patents

Chicken Processing Plant With Automated Computer Vision

Ngan T.H. Le, Michael Kidd, P2757US00, UADA 2021-020 (UAF 2021-032)

Artificial Intelligence And Vision-Based Broiler Body Weight Measurement System And Process

Ngan T.H. Le, Michael Kidd, P2736US00, UADA 2021-009 (UAF 2021-017)

 

Full List

For a full list, please go to Google Scholar.