Ngan Le

According to our database, Ngan Le authored at least 32 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

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

Trong-Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

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

Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

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

Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Open-Vocabulary Affordance Detection in 3D Point Clouds.

Toan Nguyen, Minh Nhat Vu, An Vuong, Dzung Nguyen, Thieu Vo, Ngan Le, Anh Nguyen

IROS, 2023

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

Hyekang Kevin Joo, Khoa Vo, Kashu Yamazaki, Ngan Le

Proceedings of the IEEE International Conference on Image Processing, 2023

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

Khoa Vo, Trong-Thang Pham, Kashu Yamazaki, Minh Q. Tran, Ngan Le

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding.

Thanh-Dat Truong, Ngan Le, Bhiksha Raj, Jackson David Cothren, Khoa Luu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Kashu Yamazaki, Khoa Vo, Quang Sang Truong, Bhiksha Raj, Ngan Le

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

SS-3DCAPSNET: Self-Supervised 3d Capsule Networks for Medical Segmentation on Less Labeled Data.

Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.

Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley P. G. Dowling, Khoa Luu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

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

Kashu Yamazaki, Sang Truong, Viet-Khoa Vo-Ho, Michael Kidd, Chase Rainwater, Khoa Luu, Ngan Le

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Self-Supervised Domain Adaptation in Crowd Counting.

Pha A. Nguyen, Thanh-Dat Truong, Miaoqing Huang, Yi Liang, Ngan Le, Khoa Luu

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

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

Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

AISFormer: Amodal Instance Segmentation with Transformer.

Minh Q. Tran, Khoa Vo, Kashu Yamazaki, Arthur A. F. Fernandes, Michael Kidd, Ngan Le

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

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

Thinh Phan, Duc Le, Patel Brijesh, Donald A. Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

Contextual Explainable Video Representation: Human Perception-based Understanding.

Khoa Vo, Kashu Yamazaki, Phong X. Nguyen, Phat Nguyen, Khoa Luu, Ngan Le

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation.

Tan Nguyen, Binh-Son Hua, Ngan Le

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation.

Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation For Covid-19 Diagnosing.

Ngan Le, James Sorensen, Toan Duc Bui, Arabinda Choudhary, Khoa Luu, Hien Van Nguyen

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

The Right to Talk: An Audio-Visual Transformer Approach.

Thanh-Dat Truong, Chi Nhan Duong, The De Vu, Hoang Anh Pham, Bhiksha Raj, Ngan Le, Khoa Luu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Son Lam Phung, Chase Rainwater, Khoa Luu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Agent-Environment Network for Temporal Action Proposal Generation.

Viet-Khoa Vo-Ho, Ngan Le, Kashu Yamazaki, Akihiro Sugimoto, Minh-Triet Tran

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Khoa Vo, Hyekang Joo, Kashu Yamazaki, Sang Truong, Kris Kitani, Minh-Triet Tran, Ngan Le

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

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

Minh Duc Le, Vidhiwar Singh Rathour, Quang Sang Truong, Quan Mai, Patel Brijesh, Ngan Le

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.

Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Flow-Based Deformation Guidance for Unpaired Multi-contrast MRI Image-to-Image Translation.

Toan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

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

Ngan Le, Kashu Yamazaki, Kha Gia Quach, Dat T. Truong, Marios Savvides

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Offset Curves Loss for Imbalanced Problem in Medical Segmentation.

Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Domain Generalization via Universal Non-volume Preserving Approach.

Dat T. Truong, Chi Nhan Duong, Khoa Luu, Minh-Triet Tran, Ngan Le

Proceedings of the 17th Conference on Computer and Robot Vision, 2020

2019

Automatic Face Aging in Videos via Deep Reinforcement Learning.

Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices.

Chi Nhan Duong, Kha Gia Quach, Ibsa Jalata, Ngan Le, Khoa Luu

Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019