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Memory-Augmented Theory of Mind Network


Jan 17, 2023
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran

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* Accepted for publication at AAAI 2023 

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


Oct 07, 2022
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le

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* Accepted at WACV 2023 

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Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation


Sep 21, 2022
Kien Do, Hung Le, Dung Nguyen, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh

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* Accepted to NeurIPS 2022 

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Differentially Private Partial Set Cover with Applications to Facility Location


Jul 21, 2022
George Z. Li, Dung Nguyen, Anil Vullikanti

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* 12 pages. Poster at TPDP 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

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* 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

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* 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

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* Accepted for publication at AAMAS 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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Differentially Private Community Detection for Stochastic Block Models


Jan 31, 2022
Mohamed Seif, Dung Nguyen, Anil Vullikanti, Ravi Tandon

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* Under review 

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Episodic Policy Gradient Training


Dec 03, 2021
Hung Le, Majid Abdolshah, Thommen K. George, Kien Do, Dung Nguyen, Svetha Venkatesh

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* 19 pages 

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