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Guiding Visual Question Answering with Attention Priors


May 25, 2022
Thao Minh Le , Vuong Le , Sunil Gupta , Svetha Venkatesh , Truyen Tran

* Preprint, 10 pages 

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Fast Conditional Network Compression Using Bayesian HyperNetworks


May 13, 2022
Phuoc Nguyen , Truyen Tran , Ky Le , Sunil Gupta , Santu Rana , Dang Nguyen , Trong Nguyen , Shannon Ryan , Svetha Venkatesh

* Published as a conference paper at ECML 2021 

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Persistent-Transient Duality in Human Behavior Modeling


Apr 21, 2022
Hung Tran , Vuong Le , Svetha Venkatesh , Truyen Tran

* Accepted at CVPR Precognition Workshop 2022 

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Memory-Constrained Policy Optimization


Apr 20, 2022
Hung Le , Thommen Karimpanal George , Majid Abdolshah , Dung Nguyen , Kien Do , Sunil Gupta , Svetha Venkatesh

* Preprint, 24 pages 

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Learning to Transfer Role Assignment Across Team Sizes


Apr 17, 2022
Dung Nguyen , Phuoc Nguyen , Svetha Venkatesh , Truyen Tran

* Accepted for publication at AAMAS 2022 

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Learning Theory of Mind via Dynamic Traits Attribution


Apr 17, 2022
Dung Nguyen , Phuoc Nguyen , Hung Le , Kien Do , Svetha Venkatesh , Truyen Tran

* Accepted for publication at AAMAS 2022 

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Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization


Mar 15, 2022
Hung Tran-The , Sunil Gupta , Santu Rana , Svetha Venkatesh

* AISTATS 2022 

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Towards Effective and Robust Neural Trojan Defenses via Input Filtering


Mar 08, 2022
Kien Do , Haripriya Harikumar , Hung Le , Dung Nguyen , Truyen Tran , Santu Rana , Dang Nguyen , Willy Susilo , Svetha Venkatesh


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Uncertainty Aware System Identification with Universal Policies


Feb 11, 2022
Buddhika Laknath Semage , Thommen George Karimpanal , Santu Rana , Svetha Venkatesh


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Fast Model-based Policy Search for Universal Policy Networks


Feb 11, 2022
Buddhika Laknath Semage , Thommen George Karimpanal , Santu Rana , Svetha Venkatesh


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