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Merlion: A Machine Learning Library for Time Series


Sep 20, 2021
Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K C Krithika, Sukumar Maddineni, Daeki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven Hoi, Huan Wang

* 22 pages, 1 figure, 14 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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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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