Doyen Sahoo
Doyen Sahoo
Salesforce Research
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Recent advances in deep learning for object detection
X Wu, D Sahoo, SCH Hoi
Neurocomputing 396, 39-64, 2020
Online learning: A comprehensive survey
SCH Hoi, D Sahoo, J Lu, P Zhao
Neurocomputing 459, 249-289, 2021
Malicious URL detection using machine learning: A survey
D Sahoo, C Liu, SCH Hoi
arXiv preprint arXiv:1701.07179, 2017
Online deep learning: Learning deep neural networks on the fly
D Sahoo, Q Pham, J Lu, SCH Hoi
IJCAI, 2018
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
Cost: Contrastive learning of disentangled seasonal-trend representations for time series forecasting
G Woo, C Liu, D Sahoo, A Kumar, S Hoi
arXiv preprint arXiv:2202.01575, 2022
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/CVF conference on computer vision and pattern …, 2019
Etsformer: Exponential smoothing transformers for time-series forecasting
G Woo, C Liu, D Sahoo, A Kumar, S Hoi
arXiv preprint arXiv:2202.01381, 2022
Moving average reversion strategy for on-line portfolio selection
B Li, SCH Hoi, D Sahoo, ZY Liu
Artificial Intelligence 222, 104-123, 2015
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
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
Meta-rcnn: Meta learning for few-shot object detection
X Wu, D Sahoo, S Hoi
Proceedings of the 28th ACM International Conference on Multimedia, 1679-1687, 2020
OLPS: a toolbox for on-line portfolio selection
B Li, D Sahoo, SCH Hoi
Journal of Machine Learning Research 17 (35), 1-5, 2016
Online multiple kernel regression
D Sahoo, SCH Hoi, B Li
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
Adaptive task sampling for meta-learning
C Liu, Z Wang, D Sahoo, Y Fang, K Zhang, SCH Hoi
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Contextual transformation networks for online continual learning
Q Pham, C Liu, D Sahoo, HOI Steven
International Conference on Learning Representations, 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
IEEE Transactions on Multimedia 24, 2515-2525, 2021
Single-shot bidirectional pyramid networks for high-quality object detection
X Wu, D Sahoo, D Zhang, J Zhu, SCH Hoi
Neurocomputing 401, 1-9, 2020
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
UniConv: A unified conversational neural architecture for multi-domain task-oriented dialogues
H Le, D Sahoo, C Liu, NF Chen, SCH Hoi
arXiv preprint arXiv:2004.14307, 2020
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