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Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues


Mar 01, 2021
Hung Le, Nancy F. Chen, Steven C. H. Hoi

* Accepted at ICLR (International Conference on Learning Representations) 2021 

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DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue


Jan 01, 2021
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

* 16 pages,11 figures, 3 tables 

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BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues


Oct 20, 2020
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi


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Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs


Sep 24, 2020
Hung Le, Svetha Venkatesh

* 22 pages, preprint 

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Video-Grounded Dialogues with Pretrained Generation Language Models


Jun 27, 2020
Hung Le, Steven C. H. Hoi

* Association for Computational Linguistics (2020) 5842-5848 
* Accepted at ACL 2020 (Short Paper) 

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UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues


Apr 29, 2020
Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi


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Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge


Feb 25, 2020
Hung Le, Nancy F. Chen

* Accepted at DSTC Workshop at AAAI 2020 

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Non-Autoregressive Dialog State Tracking


Feb 19, 2020
Hung Le, Richard Socher, Steven C. H. Hoi

* Accepted at ICLR 2020 

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Self-Attentive Associative Memory


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

* 12 pages 

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Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory


Nov 05, 2019
Duc Nguyen, Nhan Tran, Hung Le


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FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging


Sep 26, 2019
Doyen Sahoo, Wang Hao, Shu Ke, Wu Xiongwei, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi

* Published at KDD 2019 (Applied Data Science track). Demo is accessible at https://foodai.org/ 

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Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems


Jul 02, 2019
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi

* Accepted at ACL 2019 (Long Paper) 

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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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Variational Memory Encoder-Decoder


Oct 20, 2018
Hung Le, Truyen Tran, Thin Nguyen, Svetha Venkatesh

* 17 pages 

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What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks?


Apr 07, 2018
Hung Le, Ali Borji

* Fix typo mistake on equations (2) and (3). The "summation" should be the "product" instead 

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URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection


Mar 02, 2018
Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi


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Dual Control Memory Augmented Neural Networks for Treatment Recommendations


Feb 11, 2018
Hung Le, Truyen Tran, Svetha Venkatesh

* 12 pages, 6 figures 

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Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning


Feb 11, 2018
Hung Le, Truyen Tran, Svetha Venkatesh

* 22 pages, 4 figures 

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Memory-Augmented Neural Networks for Predictive Process Analytics


Feb 03, 2018
Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Dam, Renuka Sindhgatta


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