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Biography

Dr. Le is currently an Assistant Professor and Director of the Artificial Intelligence & Computer Vision https://uark-aicv.github.io in the Department of Electrical Engineering & Computer Science (EECS) at the University of Arkansas. Previously, she held a Postdoctoral position at Carnegie Mellon University (CMU). Dr. Le obtained her Ph.D. and Master's degrees in Electrical & Computer Engineering from CMU in 2018 and 2015, respectively. She earned her Master's and Bachelor's degrees in Computer Science from Vietnam, in 2009 and 2005, respectively.

Dr. Le is internationally recognized for her significant contributions in Robotics, Machine Learning, Computer Vision, and Medical Analysis. Her research addresses diverse real-world challenges, including trusted decision-making, imperfect data (limited labeled data, noisy data, biased data, unseen data, small objects) and real-time applications on edge devices. Proficient across multiple modalities, she excels in working with image, video, point cloud, volumetric data, time series, and remote sensing data. Notably, her expertise spans image processing, scene understanding, multiple object tracking, behavior analysis, medical image analysis, 3D reconstruction, and real-time robotics perception. Dr. Le's work is considered state-of-the-art, with many of her research endeavors successfully deployed in real-world applications, including cutting-edge implementations on edge devices. Her research portfolio includes ownership of three patents and co-authorship of over 100 papers and articles across various prestigious conferences, book chapters, and top-tier journals. She holds an h-index of 27 and an i10-index of 69 on Google Scholar, with 3,103 citations as of August 15, 2024 (8ck0k_UAAAAJ)


Dr. Le has been an Associate Editor for ScienceDirect's Machine Learning with Applications (MLWA) journal since 2021. She has chaired prominent conferences including Asilomar and MICAD, and has served as a Guest Editor for several journals with Frontier and MDPI. Dr. Le has organized tutorials and workshops at prestigious conferences such as MICCAI and ACCV. For examples, the Tutorial on Deep Reinforcement Learning for Medical Imaging at MICCAI 2018, the Workshop on Medical Image Learning with Less Labels and Imperfect Data at MICCAI 2019, 2020, the Workshop on Robust, Trustworthy and Cost-Optimized Learning Across Multiple Modalities: Theory, Algorithms, and Applications (LAMM).

Dr. Le is also committed to supporting women in research. She has organized events such as WiM (Women in MICCAI) in conjunction with MICCAI 2019, 2020, and 2021, and will be organizing WiCV (Women in Computer Vision) in conjunction with ECCV 2024.

Activities

Employment (3)

University of Arkansas: Fayetteville, AR, US

2023-08-15 to present | Assistant Professor (Department of Electrical Engineering and Computer Science)
Employment
Source: check_circle
University of Arkansas via ORCID Member Portal

University of Arkansas: Fayetteville, Arkansas, US

2019-08-19 to present | Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Ngan Le

Carnegie Mellon University: Pittsburgh, US

2018-06 to 2019-08 | Postdoc (Electrical & Computer Engineering)
Employment
Source: Self-asserted source
Ngan Le

Education and qualifications (1)

Carnegie Mellon University: Pittsburgh, PA, US

2011-09-01 to 2018-05-16 | PhD ( Electrical and Computer Engineering)
Education
Source: Self-asserted source
Ngan Le

Professional activities (19)

NSF EPSCoR NASA: Alexandria, Virginia, US

2023 to present | Panelist
Service
Source: Self-asserted source
Ngan Le

NSF Agricultural Technologies: Alexandria, Virginia, US

2023 to present | Panelist
Service
Source: Self-asserted source
Ngan Le

NSF GRFP: Alexandria, Virginia, US

2022 to present | Panelist
Service
Source: Self-asserted source
Ngan Le

Medical Imaging and Computer-Aided Diagnosis MICAD: Manchester, GB

2022 to present | Technical Chair of International Conference
Service
Source: Self-asserted source
Ngan Le

ScienceDirect Machine Learning with Applications: Amsterdam, NL

2021 to present | Associate Editor
Service
Source: Self-asserted source
Ngan Le

University of Arkansas: Fayetteville, US

2019 to present | Academic Advisor (CSCE)
Service
Source: Self-asserted source
Ngan Le

Women in Computer Vision at ACCV: Hanoi, VN

2024 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

University of Arkansas: Fayetteville, US

2024 | Member of faculty search committees (CSCE)
Service
Source: Self-asserted source
Ngan Le

Robust, Trustworthy and Cost-Optimized Learning Across Multiple Modalities: Theory, Algorithms, and Applications, at ACCV: Hanoi, VN

2024 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

Workshop Visual Detection, Recognition & Prediction at Altitude & Range, at ICCV: Vancouver, CA

2022 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

University of Arkansas: Fayetteville, US

2022 | Chair of CSCE Diversity and Inclusion (CSCE)
Service
Source: Self-asserted source
Ngan Le

DART ASRI: Fayetteville, Aekansas, US

2022
Service
Source: Self-asserted source
Ngan Le

Women in MICCAI WiM at MICCAI: Strasbourg, FR

2021 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

Medical Imaging and Computer-Aided Diagnosis MICAD: Manchester, GB

2021 | Program Chair of Asilomar
Service
Source: Self-asserted source
Ngan Le

University of Arkansas: Fayetteville, US

2020 to 2021 | Member of faculty search committees (CSCE)
Service
Source: Self-asserted source
Ngan Le

Workshop Medical Image Learning with Less Labels & Imperfect Data, at MICCAI conference: Marrakesh, MA

2019 to 2021 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

Workshop Interpretable and Annotation-Efficient Learning for Medical Image Computing at MICCAI: Lima, PE

2020 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

Women in MICCAI WiM at MICCAI: Lima, PE

2020 | Workshop Organizer
Service
Source: Self-asserted source
Ngan Le

Women in MICCAI WiM at MICCAI: Shenzhen, CN

2019 (Workshop Organizer)
Service
Source: Self-asserted source
Ngan Le

Funding (17)

NSF CA, Track J: Cultivate IQ: Empowering Regional Food Systems

2024-01 to 2026-12 | Grant
National Science Foundation (Arlington, Virgina, US)
Source: Self-asserted source
Ngan Le

NSF CA: Data-driven Agriculture to Bridge Small Farms to Regional Food Supply Chains

2023-01 to 2023-12 | Grant
National Science Foundation (Arlington, Virgina, US)
Source: Self-asserted source
Ngan Le

Computer Vision-based Automated System to Monitor Broiler Behavior

2022-12 to 2026-11 | Grant
Aviagen Inc. (Huntsville, Alabama, US)
Source: Self-asserted source
Ngan Le

EFRI BRAID: Unsupervised Continual Learning with Hierarchical Timescales and Plasticity Mechanisms

2022-10-01 to 2026-09-30 | Grant
Directorate for Engineering (Alexandria, US)
GRANT_NUMBER: 2223793
Source: Self-asserted source
Ngan Le via DimensionsWizard

Chick Sexing: A Pilot Research on Vent and Head Part with Computer Vision

2022-09 to 2024-08 | Grant
Cobb-Vantress (Siloam Springs, Arkansas, US)
Source: Self-asserted source
Ngan Le

Self-supervised Learning for Real-Time Automatic Profiling of Distributed Solar Photovoltaic Arrays

2022-09 to 2024-08 | Grant
AI Sustein (Fayetteville, Arkansas, US)
Source: Self-asserted source
Ngan Le

SCH: AI-DOCTOR COLLABORATIVE MEDICAL DIAGNOSIS

2022-08-22 to 2026-07-31 | Grant
National Cancer Institute (Bethesda, US)
GRANT_NUMBER: R01CA277739
Source: Self-asserted source
Ngan Le via DimensionsWizard

Honors College Mentor Award

2022-08 to 2024-12 | Award
University of Arkansas (Fayetteville, US)
Source: Self-asserted source
Ngan Le

Robot design for agricultural applications and outdoor research

2022-07 to 2024-06 | Grant
University of Arkansas college of engineering (Fayetteville, Arkansas, US)
Source: Self-asserted source
Ngan Le

Utilization of computer imaging for the early detection of bovine respiratory disease in beef cattle

2022-07 to 2024-06 | Grant
Animal Health/UADA (Little Rock, Arkansas, US)
Source: Self-asserted source
Ngan Le

Precise Aerial Imaging

2022-05 to 2022-08 | Grant
Arkansas NSF EPSCoR - DART SURE (Little Rock, Arkansas, US)
Source: Self-asserted source
Ngan Le

Computer Vision-based Chicken Gait Identification

2021-10 to 2024-09 | Grant
Cobb-Vantress (Siloam Springs, Arkansas, US)
Source: Self-asserted source
Ngan Le

Automated Machine Learning & Computer Vision-based Smart Chicken Plant

2021-10 to 2023-09 | Grant
Cobb-Vantress (Siloam Springs, Arkansas, US)
Source: Self-asserted source
Ngan Le

Artificial Intelligence-based and Vision-based Broiler Body Weight Estimation

2021-01 to 2023-12 | Grant
Adsiseo (Alpharetta, Georgia, US)
Source: Self-asserted source
Ngan Le

RII Track-1: Data Analytics that are Robust and Trusted (DART): From Smart Curation to Socially Aware Decision Making

2020-07-01 to 2025-06-30 | Grant
Office of the Director (Alexandria, US)
GRANT_NUMBER: 1946391
Source: Self-asserted source
Ngan Le via DimensionsWizard

Advancing Artificial Intelligence to Predict Cardiotoxicity

2020-06 to 2023-07 | Grant
West Virginia University, Primary Sponsor: National Science Foundation (Morgantown, West Virgina, US)
Source: Self-asserted source
Ngan Le

RetinaNet to WasteFood dataset: A pilot work

2020-02 to 2020-08 | Grant
Winnow Solutions (Chicago, Illinois, US)
Source: Self-asserted source
Ngan Le

Works (50 of 164)

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Guide3D: A Bi-planar X-ray Dataset for 3D Shape Reconstruction

2025 | Book chapter
Contributors: Tudor Jianu; Baoru Huang; Hoan Nguyen; Binod Bhattarai; Tuong Do; Erman Tjiputra; Quang Tran; Pierre Berthet-Rayne; Ngan Le; Sebastiano Fichera et al.
Source: check_circle
Crossref

Language-Driven 6-DoF Grasp Detection Using Negative Prompt Guidance

2025 | Book chapter
Contributors: Toan Nguyen; Minh Nhat Vu; Baoru Huang; An Vuong; Quan Vuong; Ngan Le; Thieu Vo; Anh Nguyen
Source: check_circle
Crossref

S3Former: A Deep Learning Approach to High Resolution Solar PV Profiling

IEEE Transactions on Smart Grid
2025 | Journal article
Contributors: Minh Tran; Adrian De Luis; Haitao Liao; Ying Huang; Roy McCann; Alan Mantooth; Jack Cothren; Ngan Le
Source: check_circle
Crossref

ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists’ intentions

Artificial Intelligence in Medicine
2025-02 | Journal article
Part of ISSN: 0933-3657
Contributors: Trong-Thang Pham; Jacob Brecheisen; Carol Wu; Hien Nguyen; Zhigang Deng; Donald Adjeroh; Gianfranco Doretto; Arabinda Choudhary; Ngan Le
Source: Self-asserted source
Ngan Le

Accelerating Transformers with Spectrum-Preserving Token Merging

arXiv preprint arXiv:2405.16148
2024 | Journal article
Contributors: Tran, Hoai-Chau; Nguyen, Duy MH; Nguyen, Duy M; Nguyen, Trung-Tin; Le, Ngan; Xie, Pengtao; Sonntag, Daniel; Zou, James Y; Nguyen, Binh T; Niepert, Mathias
Source: Self-asserted source
Ngan Le

BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis

Journal of Applied Physics
2024 | Journal article
Contributors: Dunlap, Christy; Li, Changgen; Pandey, Hari; Le, Ngan; Hu, Han
Source: Self-asserted source
Ngan Le

CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect

Accepted by Poultry Science
2024 | Journal article
Contributors: Tran, Minh; Truong, Sang; Fernandes, Arthur FA; Kidd, Michael T; Le, Ngan
Source: Self-asserted source
Ngan Le

CattleFace-RGBT: RGB-T Cattle Facial Landmark Benchmark

CV4Animals 2024
2024 | Journal article
Contributors: Coffman, Ethan; Clark, Reagan; Bui, Nhat-Tan; Thang Pham, Trong; Kegley, Beth; Powell, Jeremy G; Zhao, Jiangchao; Le, Ngan
Source: Self-asserted source
Ngan Le

HAtt-Flow: Hierarchical Attention-Flow Mechanism for Group Activity Scene Graph Generation in Videos

Sensors 2024, 24(11), 3372
2024 | Journal article
Contributors: Chappa, Naga VS; Nguyen, Pha; Le, Thi Hoang Ngan; Luu, Khoa
Source: Self-asserted source
Ngan Le

HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model

arXiv preprint arXiv:2406.00307
2024 | Journal article
Contributors: Vo, Khoa; Phan, Thinh; Yamazaki, Kashu; Tran, Minh; Le, Ngan
Source: Self-asserted source
Ngan Le

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

IEEE International Conference on Robotics and Automation (ICRA2024)
2024 | Conference paper
Contributors: Nguyen, Toan; Vu, Minh Nhat; Huang, Baoru; Van Vo, Tuan; Truong, Vy; Le, Ngan; Vo, Thieu; Le, Bac; Nguyen, Anh
Source: Self-asserted source
Ngan Le

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

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024
2024 | Conference paper
Contributors: Bui, Nhat-Tan; Hoang, Dinh-Hieu; Nguyen, Quang-Thuc; Tran, Minh-Triet; Le, Ngan
Source: Self-asserted source
Ngan Le

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

IEEE International Conference on Robotics and Automation (ICRA2024)
2024 | Conference paper
Contributors: Yamazaki, Kashu; Hanyu, Taisei; Vo, Khoa; Pham, Thang; Tran, Minh; Doretto, Gianfranco; Nguyen, Anh; Le, Ngan
Source: Self-asserted source
Ngan Le

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

IEEE International Conference on Robotics and Automation (ICRA2024)
2024 | Conference paper
Contributors: Van Vo, Tuan; Vu, Minh Nhat; Huang, Baoru; Nguyen, Toan; Le, Ngan; Vo, Thieu; Nguyen, Anh
Source: Self-asserted source
Ngan Le

Pose Guidance by Supervision: A Framework for Clothes-Changing Person Re-Identification

AVSS 2024 IEEE International Conference on Advanced Video and Signal-Based Surveillance
2024 | Conference paper
Contributors: Trinh, Quoc-Huy; Bui, Nhat-Tan; Thi, Phuoc-Thao Vo; Nguyen, Hai-Dang; Jha, Debesh; Bagci, Ulas; Le, Ngan; Tran, Minh-Triet
Source: Self-asserted source
Ngan Le

S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling

arXiv preprint arXiv:2405.04489
2024 | Journal article
Contributors: Tran, Minh; De Luis, Adrian; Liao, Haitao; Huang, Ying; McCann, Roy; Mantooth, Alan; Cothren, Jack; Le, Ngan
Source: Self-asserted source
Ngan Le

SAM3D: Segment Anything Model in Volumetric Medical Images

Accepted by ISBI 2024
2024 | Journal article
Contributors: Bui, Nhat-Tan; Hoang, Dinh-Hieu; Tran, Minh-Triet; Le, Ngan
Source: Self-asserted source
Ngan Le

Semantically Guided Bi-level Adaptation for Cross Domain Crowd Counting

Pattern Recognition and Computer Vision
2024 | Conference paper
Part of ISBN: 9789819985517
Part of ISBN: 9789819985524
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Muming Zhao; Weiqing Xu; Chongyang Zhang
Source: Self-asserted source
Ngan Le

ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation

Accepted by IJCCN 2024
2024 | Journal article
Contributors: Tran, Minh; Bounsavy, Winston; Vo, Khoa; Nguyen, Anh; Nguyen, Tri; Le, Ngan
Source: Self-asserted source
Ngan Le

SolarFormer: Multi-scale Transformer for Solar PV Profiling

International Conference on Smart Grid Synchronized Measurements & Analytics (SGSMA) 2024
2024 | Conference paper
Contributors: de Luis, Adrian; Tran, Minh; Hanyu, Taisei; Tran, Anh; Haitao, Liao; McCann, Roy; Mantooth, Alan; Huang, Ying; Le, Ngan
Source: Self-asserted source
Ngan Le

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

Accepted by ISBI 2024
2024 | Journal article
Contributors: Bui, Nhat-Tan; Hoang, Dinh-Hieu; Phan, Thinh; Tran, Minh-Triet; Patel, Brijesh; Adjeroh, Donald; Le, Ngan
Source: Self-asserted source
Ngan Le

Unifying Global and Local Scene Entities Modelling for Precise Action Spotting

Accepted by IJCCN 2024
2024 | Journal article
Contributors: Tran, Kim Hoang; Do, Phuc Vuong; Ly, Ngoc Quoc; Le, Ngan
Source: Self-asserted source
Ngan Le

Z-GMOT: Zero-shot Generic Multiple Object Tracking

Accepted by NAACL 2024
2024 | Journal article
Contributors: Tran, Kim Hoang; Nguyen, Tien-Phat; Dinh, Anh Duy Le; Nguyen, Pha; Phan, Thinh; Luu, Khoa; Adjeroh, Donald; Le, Ngan Hoang
Source: Self-asserted source
Ngan Le

Multi-camera multi-object tracking on the move via single-stage global association approach

Pattern Recognition
2024-08 | Journal article
Part of ISSN: 0031-3203
Contributors: Pha Nguyen; Kha Gia Quach; Chi Nhan Duong; Son Lam Phung; Ngan Le; Khoa Luu
Source: Self-asserted source
Ngan Le

BubbleID: A deep learning framework for bubble interface dynamics analysis

Journal of Applied Physics
2024-07-07 | Journal article
Contributors: C. Dunlap; C. Li; H. Pandey; N. Le; H. Hu
Source: check_circle
Crossref

WAVER: Writing-Style Agnostic Text-Video Retrieval Via Distilling Vision-Language Models Through Open-Vocabulary Knowledge

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024-04-14 | Conference paper
Contributors: Huy Le; Tung Kieu; Anh Nguyen; Ngan Le
Source: Self-asserted source
Ngan Le

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

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
2024-01-03 | Conference paper
Contributors: Trong Thang Pham; Jacob Brecheisen; Anh Nguyen; Hien Nguyen; Ngan Le
Source: Self-asserted source
Ngan Le

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

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
2024-01-03 | Conference paper
Contributors: Thinh Phan; Khoa Vo; Duy Le; Gianfranco Doretto; Donald Adjeroh; Ngan Le
Source: Self-asserted source
Ngan Le

AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation

arXiv preprint arXiv:2306.06842
2023 | Journal article
Contributors: Yamazaki, Kashu; Hanyu, Taisei; Tran, Minh; Garcia, Adrian; Tran, Anh; McCann, Roy; Liao, Haitao; Rainwater, Chase; Adkins, Meredith; Molthan, Andrew et al.
Source: Self-asserted source
Ngan Le

Chapter 19 - Neural architecture search for medical image applications

Meta Learning With Medical Imaging and Health Informatics Applications
2023 | Book chapter
Contributors: Vo-Ho, Viet-Khoa, Kashu Yamazaki, Hieu Hoang, Minh-Triet Tran,; Ngan Le.
Source: Self-asserted source
Ngan Le

ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey

arXiv preprint arXiv:2307.04251
2023 | Journal article
Contributors: Mohamadi, Salman; Mujtaba, Ghulam; Le, Ngan; Doretto, Gianfranco; Adjeroh, Donald A
Source: Self-asserted source
Ngan Le

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

IEEE International Conference on Image Processing ICIP (Accepted)
2023 | Conference paper
Contributors: Joo, Hyekang Kevin; Vo, Khoa; Yamazaki, Kashu; Le, Ngan
Source: Self-asserted source
Ngan Le

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

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024
2023 | Conference paper
Contributors: Pham, Trong Thang; Brecheisen, Jacob; Nguyen, Anh; Nguyen, Hien; Le, Ngan
Source: Self-asserted source
Ngan Le

Neural architecture search for medical image applications

Meta Learning With Medical Imaging and Health Informatics Applications
2023 | Book chapter
Contributors: Viet-Khoa Vo-Ho; Kashu Yamazaki; Hieu Hoang; Minh-Triet Tran; Ngan Le
Source: Self-asserted source
Ngan Le
grade
Preferred source (of 2)‎

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

Advances in Neural Information Processing Systems (NeurIPS), Workshop on robustness of zero/few-shot learning in foundation models
2023 | Conference paper
Contributors: Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert
Source: Self-asserted source
Ngan Le

Open-Vocabulary Affordance Detection in 3D Point Clouds

Accepted by iROS 2023
2023 | Conference paper
Contributors: Toan Nguyen; Minh Nhat Vu; An Vuong; Dzung Nguyen; Thieu Vo; Ngan Le; Anh Nguyen
Source: Self-asserted source
Ngan Le

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

Neurocomputing
2023-07 | Journal article
Part of ISSN: 0925-2312
Contributors: Thanh-Dat Truong; Chi Nhan Duong; Kha Gia Quach; Ngan Le; Tien D. Bui; Khoa Luu
Source: Self-asserted source
Ngan Le

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

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2023-06 | Conference paper
Contributors: Khoa Vo; Trong-Thang Pham; Kashu Yamazaki; Minh Tran; Ngan Le
Source: Self-asserted source
Ngan Le

FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2023-06 | Conference paper
Contributors: Thanh-Dat Truong; Ngan Le; Bhiksha Raj; Jackson Cothren; Khoa Luu
Source: Self-asserted source
Ngan Le

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

IEEE Journal of Biomedical and Health Informatics
2023-06 | Journal article | Author
Part of ISSN: 2168-2194
Part of ISSN: 2168-2208
Contributors: Duc Le; Sang Truong; Patel Brijesh; Donald A. Adjeroh; Ngan Le
Source: Self-asserted source
Ngan Le
grade
Preferred source (of 2)‎

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

Proceedings of the AAAI Conference on Artificial Intelligence
2023-06-26 | Conference paper
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Contributors: Kashu Yamazaki; Khoa Vo; Quang Sang Truong; Bhiksha Raj; Ngan Le
Source: Self-asserted source
Ngan Le

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

2022 26th International Conference on Pattern Recognition (ICPR)
2022 | Conference paper
Contributors: Tran, Minh; Vo-Ho, Viet-Khoa; Le, Ngan TH
Source: Self-asserted source
Ngan Le

AISFormer: Amodal Instance Segmentation with Transformer

2022 | Conference paper
Contributors: Minh Tran; Khoa Vo; Kashu Yamazaki; Arthur Fernandes; Michael Kidd; Ngan Le
Source: Self-asserted source
Ngan Le

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

International Journal of Computer Vision IJCV; https://doi.org/10.1007/s11263-022-01702-9
2022 | Journal article
Contributors: Vo, Khoa; Truong, Sang; Yamazaki, Kashu; Raj, Bhiksha; Tran, Minh-Triet; Le, Ngan
Source: Self-asserted source
Ngan Le

CapsNet for Medical Image Segmentation

Accepted by Elsevier Bookchapter in Deep Learning for Medical Image Analysis
2022 | Journal article
Contributors: Tran, Minh; Vo-Ho, Viet-Khoa; Quinn, Kyle; Nguyen, Hien; Luu, Khoa; Le, Ngan
Source: Self-asserted source
Ngan Le

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

2022 | Conference paper
Contributors: Hyekang Kevin Joo; Khoa Vo; Kashu Yamazaki; Ngan Le
Source: Self-asserted source
Ngan Le

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

Accepted by WACV 2023
2022 | Conference paper
Contributors: Tien-Phat Nguyen; Trong-Thang Pham; Tri Nguyen; Hieu Le; Dung Nguyen; Hau Lam; Phong Nguyen; Jennifer Fowler; Minh-Triet Tran; Ngan Le
Source: Self-asserted source
Ngan Le

Spiking Neural Networks and Their Applications: A Review. Brain Sci. 2022, 12, 863

2022 | Other
Contributors: Yamazaki, K; Vo-Ho, VK; Bulsara, D; Le, N
Source: Self-asserted source
Ngan Le

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

IEEE International Symposium on Biomedical Imaging (ISBI) 2022
2022 | Conference paper
Contributors: Tran, Minh; Ly, Loi; Hua, Binh-Son; Le, Ngan
Source: Self-asserted source
Ngan Le

Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition

arXiv preprint arXiv:2209.04920
2022 | Journal article
Contributors: Truong, Thanh-Dat; Duong, Chi Nhan; Le, Ngan; Savvides, Marios; Luu, Khoa
Source: Self-asserted source
Ngan Le
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