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Deep Federated Learning for Autonomous Driving


Oct 12, 2021
Anh Nguyen, Tuong Do, Minh Tran, Binh X. Nguyen, Chien Duong, Tu Phan, Erman Tjiputra, Quang D. Tran


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DeepECMP: Predicting Extracellular Matrix Proteins using Deep Learning


Oct 07, 2021
Mohamed Ghafoor, Anh Nguyen


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Coarse-to-Fine Reasoning for Visual Question Answering


Oct 06, 2021
Binh X. Nguyen, Tuong Do, Huy Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen


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Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge


Oct 04, 2021
Minh Q. Tran, Tuong Do, Huy Tran, Erman Tjiputra, Quang D. Tran, Anh Nguyen


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Attention Gate in Traffic Forecasting


Sep 27, 2021
Anh Lam, Anh Nguyen, Bac Le

* 18 pages, 2 figures 

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Semi-Supervised Adversarial Discriminative Domain Adaptation


Sep 27, 2021
Thai-Vu Nguyen, Anh Nguyen, Bac Le

* 14 pages, 5 figures 

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Occlusion-robust Visual Markerless Bone Tracking for Computer-Assisted Orthopaedic Surgery


Aug 24, 2021
Xue Hu, Anh Nguyen, Ferdinando Rodriguez y Baena

* This work has been submitted to the IEEE for possible publication 

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The DEformer: An Order-Agnostic Distribution Estimating Transformer


Jul 11, 2021
Michael A. Alcorn, Anh Nguyen

* Poster at the Third Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models (ICML 2021) 

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Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images


Jul 09, 2021
Baoru Huang, Jianqing Zheng, Anh Nguyen, David Tuch, Kunal Vyas, Stamatia Giannarou, Daniel S. Elson


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The effectiveness of feature attribution methods and its correlation with automatic evaluation scores


Jun 23, 2021
Giang Nguyen, Daeyoung Kim, Anh Nguyen


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Inverting Adversarially Robust Networks for Image Synthesis


Jun 13, 2021
Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen


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Multiple Meta-model Quantifying for Medical Visual Question Answering


May 19, 2021
Tuong Do, Binh X. Nguyen, Erman Tjiputra, Minh Tran, Quang D. Tran, Anh Nguyen

* Provisional accepted in MICCAI 2021 

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baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents


Apr 24, 2021
Michael A. Alcorn, Anh Nguyen


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Graph-based Person Signature for Person Re-Identifications


Apr 17, 2021
Binh X. Nguyen, Binh D. Nguyen, Tuong Do, Erman Tjiputra, Quang D. Tran, Anh Nguyen

* Accepted in CVPR 2021 Workshops 

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An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network


Apr 05, 2021
Anh Nguyen, Khoa Pham, Dat Ngo, Thanh Ngo, Lam Pham

* 6 pages, 5 figures 

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Speech Emotion Recognition using Semantic Information


Mar 04, 2021
Panagiotis Tzirakis, Anh Nguyen, Stefanos Zafeiriou, Björn W. Schuller

* ICASSP 2021 

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WaNet -- Imperceptible Warping-based Backdoor Attack


Mar 04, 2021
Anh Nguyen, Anh Tran

* Accepted to ICLR 2021 

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baller2vec: A Multi-Entity Transformer For Multi-Agent Spatiotemporal Modeling


Feb 05, 2021
Michael A. Alcorn, Anh Nguyen


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Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?


Dec 30, 2020
Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen

* 23 pages, 13 figures. Preprint. Work in progress 

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Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds


Dec 26, 2020
Dat Ngo, Lam Pham, Anh Nguyen, Ben Phan, Khoa Tran, Truong Nguyen

* 5 pages, 2 figures, 8 tables 

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Autonomous Navigation with Mobile Robots using Deep Learning and the Robot Operating System


Dec 07, 2020
Anh Nguyen, Quang Tran

* 18 pages. arXiv admin note: substantial text overlap with arXiv:2007.15945 

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Input-Aware Dynamic Backdoor Attack


Oct 16, 2020
Anh Nguyen, Anh Tran

* Accepted to NeurIPS 2020 

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Autonomous Navigation in Complex Environments with Deep Multimodal Fusion Network


Jul 31, 2020
Anh Nguyen, Ngoc Nguyen, Kim Tran, Erman Tjiputra, Quang D. Tran

* Accepted to IROS 2020 

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Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?


Jul 02, 2020
Ella M. Gale, Nicholas Martin, Ryan Blything, Anh Nguyen, Jeffrey S. Bowers

* Vision Research, 2020 
* Published in Vision Research 2020, 19 pages, 8 figures 

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