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Clustering by Maximizing Mutual Information Across Views


Jul 24, 2021
Kien Do, Truyen Tran, Svetha Venkatesh

* Accepted at ICCV 2021 

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Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering


Jun 25, 2021
Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran

* Accepted by IJCAI 2021 

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A Spatio-temporal Attention-based Model for Infant Movement Assessment from Videos


May 20, 2021
Binh Nguyen-Thai, Vuong Le, Catherine Morgan, Nadia Badawi, Truyen Tran, Svetha Venkatesh

* Accepted by IEEE Journal of Biomedical and Health Informatics (JBHI) 

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Object-Centric Representation Learning for Video Question Answering


Apr 13, 2021
Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran

* 8 pages 

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Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction


Mar 24, 2021
Tri Minh Nguyen, Thomas P Quinn, Thin Nguyen, Truyen Tran


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Learning Asynchronous and Sparse Human-Object Interaction in Videos


Mar 03, 2021
Romero Morais, Vuong Le, Svetha Venkatesh, Truyen Tran

* Accepted for publication in CVPR'21 

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Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization


Dec 03, 2020
Kien Do, Truyen Tran, Svetha Venkatesh

* Accepted to AAAI 2021 

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Logically Consistent Loss for Visual Question Answering


Nov 19, 2020
Anh-Cat Le-Ngo, Truyen Tran, Santu Rana, Sunil Gupta, Svetha Venkatesh

* 10 pages, 6 figure, 9 tables 

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Goal-driven Long-Term Trajectory Prediction


Nov 06, 2020
Hung Tran, Vuong Le, Truyen Tran

* Accepted at WACV 2021 

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Toward a Generalization Metric for Deep Generative Models


Nov 02, 2020
Hoang Thanh-Tung, Truyen Tran

* 1st I Can't Believe It's Not Better Workshop ([email protected] 2020). Source code is available at https://github.com/htt210/GeneralizationMetricGAN 

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Hierarchical Conditional Relation Networks for Multimodal Video Question Answering


Oct 18, 2020
Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

* 18 pages. arXiv admin note: substantial text overlap with arXiv:2002.10698 

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GEFA: Early Fusion Approach in Drug-Target Affinity Prediction


Sep 28, 2020
Tri Minh Nguyen, Thin Nguyen, Thao Minh Le, Truyen Tran


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Unsupervised Anomaly Detection on Temporal Multiway Data


Sep 20, 2020
Duc Nguyen, Phuoc Nguyen, Kien Do, Santu Rana, Sunil Gupta, Truyen Tran


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Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning


Sep 16, 2020
Dung Nguyen, Svetha Venkatesh, Phuoc Nguyen, Truyen Tran

* Accepted for publication at ACML 2020 

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Learning to Abstract and Predict Human Actions


Aug 20, 2020
Romero Morais, Vuong Le, Truyen Tran, Svetha Venkatesh

* Accepted for publication in BMVC'20 

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HyperVAE: A Minimum Description Length Variational Hyper-Encoding Network


May 18, 2020
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Santu Rana, Hieu-Chi Dam, Svetha Venkatesh


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Dynamic Language Binding in Relational Visual Reasoning


Apr 30, 2020
Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

* Early version accepted by IJCAI20 

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Hierarchical Conditional Relation Networks for Video Question Answering


Mar 17, 2020
Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

* CVPR 2020, Oral 
* Check out our code on GitHub at https://github.com/thaolmk54/hcrn-videoqa 

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Self-Attentive Associative Memory


Feb 11, 2020
Hung Le, Truyen Tran, Svetha Venkatesh

* 12 pages 

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Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning


Sep 11, 2019
Thommen George Karimpanal, Santu Rana, Sunil Gupta, Truyen Tran, Svetha Venkatesh

* 18 pages, 8 figures 

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Theory and Evaluation Metrics for Learning Disentangled Representations


Aug 26, 2019
Kien Do, Truyen Tran


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Learning to Reason with Relational Video Representation for Question Answering


Jul 10, 2019
Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran


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Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos


Mar 08, 2019
Romero Morais, Vuong Le, Truyen Tran, Budhaditya Saha, Moussa Mansour, Svetha Venkatesh

* Accepted for publication in CVPR'19 

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Improving Generalization and Stability of Generative Adversarial Networks


Feb 11, 2019
Hoang Thanh-Tung, Truyen Tran, Svetha Venkatesh

* ICLR 2019 

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Learning to Remember More with Less Memorization


Jan 05, 2019
Hung Le, Truyen Tran, Svetha Venkatesh

* Accepted to ICLR'19, oral presentation 

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Towards effective AI-powered agile project management


Dec 27, 2018
Hoa Khanh Dam, Truyen Tran, John Grundy, Aditya Ghose, Yasutaka Kamei

* In Proceedings of International Conference on Software Engineering (ICSE 2019), (To appear), NIER track, May 2019 (Montreal, Canada) 

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