Doyen Sahoo
Doyen Sahoo
Salesforce Research Asia
Verified email at smu.edu.sg - Homepage
Title
Cited by
Cited by
Year
Malicious URL detection using machine learning: A survey
D Sahoo, C Liu, SCH Hoi
arXiv preprint arXiv:1701.07179, 2017
892017
Online deep learning: Learning deep neural networks on the fly
D Sahoo, Q Pham, J Lu, SCH Hoi
IJCAI, 2018
542018
Moving average reversion strategy for on-line portfolio selection
B Li, SCH Hoi, D Sahoo, ZY Liu
Artificial Intelligence 222, 104-123, 2015
502015
Online learning: A comprehensive survey
SCH Hoi, D Sahoo, J Lu, P Zhao
arXiv preprint arXiv:1802.02871, 2018
422018
URLnet: Learning a URL representation with deep learning for malicious URL detection
H Le, Q Pham, D Sahoo, SCH Hoi
arXiv preprint arXiv:1802.03162, 2018
402018
Large scale online multiple kernel regression with application to time-series prediction
D Sahoo, SCH Hoi, B Li
ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (1), 1-33, 2019
35*2019
OLPS: a toolbox for on-line portfolio selection
B Li, D Sahoo, SCH Hoi
The Journal of Machine Learning Research 17 (1), 1242-1246, 2016
152016
SOL: A library for scalable online learning algorithms
Y Wu, SCH Hoi, C Liu, J Lu, D Sahoo, N Yu
Neurocomputing 260, 9-12, 2017
102017
Cost sensitive online multiple kernel classification
D Sahoo, S Hoi, P Zhao
Asian Conference on Machine Learning, 65-80, 2016
102016
Learning cross-modal embeddings with adversarial networks for cooking recipes and food images
H Wang, D Sahoo, C Liu, E Lim, SCH Hoi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
82019
Sparse passive-aggressive learning for bounded online kernel methods
J Lu, D Sahoo, P Zhao, SCH Hoi
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (4), 1-27, 2018
8*2018
Olps: A toolbox for online portfolio selection
B Li, D Sahoo, SCH Hoi
Journal of Machine Learning Research (JMLR), 2015
82015
Single-shot bidirectional pyramid networks for high-quality object detection
X Wu, D Sahoo, D Zhang, J Zhu, SCH Hoi
Neurocomputing, 2020
62020
Recent advances in deep learning for object detection
X Wu, D Sahoo, SCH Hoi
Neurocomputing, 2020
62020
End-to-end multimodal dialog systems with hierarchical multimodal attention on video features
H Le, S Hoi, D Sahoo, N Chen
DSTC7 at AAAI2019 workshop, 2019
52019
Multimodal transformer networks for end-to-end video-grounded dialogue systems
H Le, D Sahoo, NF Chen, SCH Hoi
arXiv preprint arXiv:1907.01166, 2019
32019
Temporal kernel descriptors for learning with time-sensitive patterns
D Sahoo, A Sharma, SCH Hoi, P Zhao
Proceedings of the 2016 SIAM International Conference on Data Mining, 540-548, 2016
22016
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging
D Sahoo, W Hao, S Ke, W Xiongwei, H Le, P Achananuparp, EP Lim, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
12019
Hierarchical Multimodal Attention for End-to-End Audio-Visual Scene-Aware Dialogue Response Generation
H Le, D Sahoo, NF Chen, SCH Hoi
Computer Speech & Language, 101095, 2020
2020
Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism
H Wang, D Sahoo, C Liu, K Shu, P Achananuparp, E Lim, SCH Hoi
arXiv preprint arXiv:2003.03955, 2020
2020
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