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CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation


Sep 02, 2021
Yue Wang, Weishi Wang, Shafiq Joty, Steven C. H. Hoi

* Accepted to EMNLP 2021. 13 pages 

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Cross-Modal Graph with Meta Concepts for Video Captioning


Aug 14, 2021
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao


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Cycle-Consistent Inverse GAN for Text-to-Image Synthesis


Aug 03, 2021
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

* Accepted at ACM MM 2021 

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$C^3$: Compositional Counterfactual Constrastive Learning for Video-grounded Dialogues


Jun 16, 2021
Hung Le, Nancy F. Chen, Steven C. H. Hoi

* 22 pages, 11 figures, 7 tables 

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A Large-Scale Benchmark for Food Image Segmentation


May 12, 2021
Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun

* 16 pages 

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VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks


Apr 16, 2021
Hung Le, Nancy F. Chen, Steven C. H. Hoi


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Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues


Mar 01, 2021
Hung Le, Nancy F. Chen, Steven C. H. Hoi

* Accepted at ICLR (International Conference on Learning Representations) 2021 

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Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning


Jan 28, 2021
Amrita Saha, Shafiq Joty, Steven C. H. Hoi


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Weakly-Supervised Multi-Face 3D Reconstruction


Jan 06, 2021
Jialiang Zhang, Lixiang Lin, Jianke Zhu, Steven C. H. Hoi


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Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling


Nov 01, 2020
Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi

* Accepted by KDD2020 

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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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