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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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Bilevel Continual Learning

Jul 30, 2020
Quang Pham, Doyen Sahoo, Chenghao Liu, Steven C. H Hoi


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Adaptive Task Sampling for Meta-Learning

Jul 17, 2020
Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang, Kun Zhang, Steven C. H. Hoi

* ECCV2020 

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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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Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism

Mar 09, 2020
Hao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-peng Lim, Steven C. H. Hoi


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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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Recent Advances in Deep Learning for Object Detection

Aug 10, 2019
Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi


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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 Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images

May 03, 2019
Hao Wang, Doyen Sahoo, Chenghao Liu, Ee-peng Lim, Steven C. H. Hoi

* Accepted at CVPR 2019 

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Online Learning: A Comprehensive Survey

Oct 22, 2018
Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao

* 100 pages, ~400 references 

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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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Online Deep Learning: Learning Deep Neural Networks on the Fly

Nov 10, 2017
Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi


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Malicious URL Detection using Machine Learning: A Survey

Mar 16, 2017
Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi

* 21 pages, 3 figures 

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SOL: A Library for Scalable Online Learning Algorithms

Oct 28, 2016
Yue Wu, Steven C. H. Hoi, Chenghao Liu, Jing Lu, Doyen Sahoo, Nenghai Yu

* 5 pages 

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Budget Online Multiple Kernel Learning

Nov 18, 2015
Jing Lu, Steven C. H. Hoi, Doyen Sahoo, Peilin Zhao


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