Thanh Nguyen | DeepAI

AI Chat

Featured Co-authors

Chao Li
169 publications
Yi Wang
157 publications
Svetha Venkatesh
121 publications
Tao Jiang
106 publications
Hang Zhang
55 publications
Sunil Gupta
53 publications
Saeid Nahavandi
51 publications
Santu Rana
45 publications
Chaoning Zhang
42 publications
Chang D. Yoo
40 publications
Lam M. Nguyen
40 publications

∙ 09/21/2023

DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning

Self-supervised learning (SSL) has gained remarkable success, for which ...

0 Thanh Nguyen, et al. ∙

∙ 03/24/2023

Dynamic Combinatorial Assignment

We study a model of dynamic combinatorial assignment of indivisible obje...

0 Thanh Nguyen, et al. ∙

∙ 10/15/2022

LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic

Herein, we introduce "Look and Diagnose" (LAD), a hybrid deep learning-b...

0 Trung Xuan Pham, et al. ∙

∙ 09/17/2022

SoftGroup++: Scalable 3D Instance Segmentation with Octree Pyramid Grouping

Existing state-of-the-art 3D point cloud instance segmentation methods r...

0 Thang Vu, et al. ∙

∙ 02/13/2022

Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

Prior work has successfully incorporated optimization layers as the last...

0 Wai Tuck Wong, et al. ∙

∙ 11/09/2021

GDCA: GAN-based single image super resolution with Dual discriminators and Channel Attention

Single Image Super-Resolution (SISR) is a very active research field. Th...

0 Thanh Nguyen, et al. ∙

∙ 04/10/2021

Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation

Colorectal cancer (CRC) is the first cause of death in many countries. C...

0 Truong Dang, et al. ∙

∙ 03/15/2021

Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model

Developing an agent in reinforcement learning (RL) that is capable of pe...

10 Thanh Nguyen, et al. ∙

∙ 03/15/2021

Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning

Model agnostic meta-learning (MAML) is a popular state-of-the-art meta-l...

0 Thanh Nguyen, et al. ∙

∙ 03/06/2021

NeRD: Neural Representation of Distribution for Medical Image Segmentation

We introduce Neural Representation of Distribution (NeRD) technique, a m...

13 Hang Zhang, et al. ∙

∙ 09/28/2020

Market Equilibrium in Multi-tier Supply Chain Networks

We consider a sequential decision model over multi-tier supply chain net...

0 Tao Jiang, et al. ∙

∙ 10/29/2019

Bayesian Optimization with Unknown Search Space

Applying Bayesian optimization in problems wherein the search space is u...

0 Huong Ha, et al. ∙

∙ 10/03/2019

BUZz: BUffer Zones for defending adversarial examples in image classification

We propose a novel defense against all existing gradient based adversari...

0 Phuong Ha Nguyen, et al. ∙

∙ 09/10/2019

Virtual organelle self-coding for fluorescence imaging via adversarial learning

Fluorescence microscopy plays a vital role in understanding the subcellu...

6 Thanh Nguyen, et al. ∙

∙ 02/14/2019

Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery

In robotic surgery, pattern cutting through a deformable material is a c...

0 Ngoc Duy Nguyen, et al. ∙

∙ 06/12/2018

Multi-Agent Deep Reinforcement Learning with Human Strategies

Deep learning has enabled traditional reinforcement learning methods to ...

2 Thanh Nguyen, et al. ∙

∙ 04/27/2018

Convolutional neural network for Fourier ptychography video reconstruction: learning temporal dynamics from spatial ensembles

Convolutional neural networks (CNNs) have gained tremendous success in s...

0 Thanh Nguyen, et al. ∙

∙ 04/05/2018

A Human Mixed Strategy Approach to Deep Reinforcement Learning

In 2015, Google's DeepMind announced an advancement in creating an auton...

0 Ngoc Duy Nguyen, et al. ∙

∙ 03/06/2018

A Review of Situation Awareness Assessment Approaches in Aviation Environments

Situation awareness (SA) is an important constituent in human informatio...

0 Thanh Nguyen, et al. ∙

∙ 10/09/2017

On Variants of Network Flow Stability

We present a variant of the stable flow problem. Instead of the traditio...

0 Young-San Lin, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world