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


Feb 13, 2022
Wai Tuck Wong, Andrew Butler, Ramesha Karunasena, Thanh Nguyen, Arunesh Sinha


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


Nov 09, 2021
Thanh Nguyen, Hieu Hoang, Chang D. Yoo

* Korean Association of Artificial Intelligence 2019 

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


Apr 10, 2021
Truong Dang, Thanh Nguyen, John McCall, Alan Wee-Chung Liew

* 10 pages, 5 figures 

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


Mar 15, 2021
Thanh Nguyen, Tung M. Luu, Thang Vu, Chang D. Yoo


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


Mar 15, 2021
Thanh Nguyen, Tung Luu, Trung Pham, Sanzhar Rakhimkul, Chang D. Yoo


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NeRD: Neural Representation of Distribution for Medical Image Segmentation


Mar 06, 2021
Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh Nguyen, Yi Wang

* 12 pages, 11 figures 

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Bayesian Optimization with Unknown Search Space


Oct 29, 2019
Huong Ha, Santu Rana, Sunil Gupta, Thanh Nguyen, Hung Tran-The, Svetha Venkatesh

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 
* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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BUZz: BUffer Zones for defending adversarial examples in image classification


Oct 03, 2019
Phuong Ha Nguyen, Kaleel Mahmood, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk


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Virtual organelle self-coding for fluorescence imaging via adversarial learning


Sep 10, 2019
Thanh Nguyen, Vy Bui, Anh Thai, Van Lam, Christopher B. Raub, Lin-Ching Chang, George Nehmetallah

* 20 pages, 9 figures 

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Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery


Feb 14, 2019
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi, Asim Bhatti, Glenn Guest


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Deep learning approach to Fourier ptychographic microscopy


Jul 30, 2018
Thanh Nguyen, Yujia Xue, Yunzhe Li, Lei Tian, George Nehmetallah


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Multi-Agent Deep Reinforcement Learning with Human Strategies


Jun 12, 2018
Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi


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A Human Mixed Strategy Approach to Deep Reinforcement Learning


Apr 05, 2018
Ngoc Duy Nguyen, Saeid Nahavandi, Thanh Nguyen


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