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Partially Observable Online Change Detection via Smooth-Sparse Decomposition

Sep 22, 2020
Jie Guo, Hao Yan, Chen Zhang, Steven Hoi

* 48 pages 

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The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation

Jul 31, 2020
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Junhao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

* LVIS 2019 challenge winner, performance significantly improved after challenge submission, accepted at ECCV 2019 

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Extreme Low-Light Imaging with Multi-granulation Cooperative Networks

May 16, 2020
Keqi Wang, Peng Gao, Steven Hoi, Qian Guo, Yuhua Qian

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ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues

Apr 29, 2020
Chien-Sheng Wu, Steven Hoi, Richard Socher, Caiming Xiong

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Towards Noise-resistant Object Detection with Noisy Annotations

Mar 03, 2020
Junnan Li, Caiming Xiong, Richard Socher, Steven Hoi

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Classification Calibration for Long-tail Instance Segmentation

Nov 02, 2019
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

* This report presents our winning solution to LVIS 2019 challenge 

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DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification

Dec 30, 2018
Xianghong Fang, Haoli Bai, Ziyi Guo, Bin Shen, Steven Hoi, Zenglin Xu

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Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering

Dec 13, 2018
Gao Peng, Hongsheng Li, Haoxuan You, Zhengkai Jiang, Pan Lu, Steven Hoi, Xiaogang Wang

* report 

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Question-Guided Hybrid Convolution for Visual Question Answering

Aug 08, 2018
Peng Gao, Pan Lu, Hongsheng Li, Shuang Li, Yikang Li, Steven Hoi, Xiaogang Wang

* 17 pages, 4 figures, accepted in ECCV 2018 

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An Incremental Path-Following Splitting Method for Linearly Constrained Nonconvex Nonsmooth Programs

Aug 04, 2018
Linbo Qiao, Wei Liu, Steven Hoi

* There is an error in Theorem 9 

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Active Learning with Expert Advice

Sep 26, 2013
Peilin Zhao, Steven Hoi, Jinfeng Zhuang

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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