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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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Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading

Oct 16, 2020
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu

* EMNLP 2020 main conference, 11 pages, 3 Figures 

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Response Selection for Multi-Party Conversations with Dynamic Topic Tracking

Oct 15, 2020
Weishi Wang, Shafiq Joty, Steven C. H. Hoi

* 9 pages, EMNLP2020 

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MoPro: Webly Supervised Learning with Momentum Prototypes

Sep 17, 2020
Junnan Li, Caiming Xiong, Steven C. H. Hoi


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Structure-Aware Generation Network for Recipe Generation from Images

Sep 02, 2020
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

* Published at ECCV 2020 

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Photon: A Robust Cross-Domain Text-to-SQL System

Aug 03, 2020
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

* ACL 2020 system demonstration paper extended . The first two authors contributed equally to this work 

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Decomposed Generation Networks with Structure Prediction for Recipe Generation from Food Images

Jul 27, 2020
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao


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Multi-label Thoracic Disease Image Classification with Cross-Attention Networks

Jul 21, 2020
Congbo Ma, Hu Wang, 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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Theory-Inspired Path-Regularized Differential Network Architecture Search

Jun 30, 2020
Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi


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Video-Grounded Dialogues with Pretrained Generation Language Models

Jun 27, 2020
Hung Le, Steven C. H. Hoi

* Association for Computational Linguistics (2020) 5842-5848 
* Accepted at ACL 2020 (Short Paper) 

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Prototypical Contrastive Learning of Unsupervised Representations

Jun 05, 2020
Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi


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EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

May 26, 2020
Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

* ACL 2020, 11 pages, 3 figures 

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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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VD-BERT: A Unified Vision and Dialog Transformer with BERT

Apr 29, 2020
Yue Wang, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi

* 15 pages, 7 figures, 4 tables 

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Learning Video Object Segmentation from Unlabeled Videos

Mar 10, 2020
Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David Crandall, Steven C. H. Hoi

* Accepted to CVPR 2020. Code: https://github.com/carrierlxk/MuG 

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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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Tree-structured Attention with Hierarchical Accumulation

Feb 19, 2020
Xuan-Phi Nguyen, Shafiq Joty, Steven C. H. Hoi, Richard Socher

* ICLR 2020 

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Non-Autoregressive Dialog State Tracking

Feb 19, 2020
Hung Le, Richard Socher, Steven C. H. Hoi

* Accepted at ICLR 2020 

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DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Feb 18, 2020
Junnan Li, Richard Socher, Steven C. H. Hoi

* International Conference on Learning Representations, 2020 

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Deep Learning for Person Re-identification: A Survey and Outlook

Jan 13, 2020
Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi

* 20 pages, 8 figures 

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Detecting Cyberattacks in Industrial Control Systems Using Online Learning Algorithms

Dec 08, 2019
Guangxia Lia, Yulong Shena, Peilin Zhaob, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi


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CSID: Center, Scale, Identity and Density-aware Pedestrian Detection in a Crowd

Oct 21, 2019
Jialiang Zhang, Lixiang Lin, Yun-chen Chen, Yao Hu, Steven C. H. Hoi, Jianke Zhu


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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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