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Semantic Disentangling Generalized Zero-ShotLearning

Jan 20, 2021
Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

* This is not the final version of this paper 

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Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning

Jan 09, 2021
Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang


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Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph

Nov 25, 2020
Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Mahsa Baktashmotlagh


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Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches

Aug 07, 2020
Zhi Chen, Sen Wang, Jingjing Li, Zi Huang

* ACM MM 2020 

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Adversarial Bipartite Graph Learning for Video Domain Adaptation

Jul 31, 2020
Yadan Luo, Zi Huang, Zijian Wang, Zheng Zhang, Mahsa Baktashmotlagh

* Proceedings of the 28th ACM International Conference on Multimedia (MM '20) 

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Progressive Graph Learning for Open-Set Domain Adaptation

Jun 30, 2020
Yadan Luo, Zijian Wang, Zi Huang, Mahsa Baktashmotlagh

* International Conference on Machine Learning (ICML 2020) 

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ORD: Object Relationship Discovery for Visual Dialogue Generation

Jun 15, 2020
Ziwei Wang, Zi Huang, Yadan Luo, Huimin Lu


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Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks

Apr 16, 2020
Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria


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Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling

Nov 12, 2019
Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang


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Deep Collaborative Discrete Hashing with Semantic-Invariant Structure

Nov 05, 2019
Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang

* SIGIR 2019 

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Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications

Oct 23, 2019
Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang


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CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language

Sep 21, 2019
Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang

* WACV 2020 

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Cycle-consistent Conditional Adversarial Transfer Networks

Sep 17, 2019
Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Zi Huang

* ACM Multimedia 2019 
* Codes at github.com/lijin118/3CATN 

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Alleviating Feature Confusion for Generative Zero-shot Learning

Sep 17, 2019
Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang

* ACM Multimedia 2019 
* Our codes can be found at github.com/lijin118/AFC-GAN 

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Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation

Aug 29, 2019
Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Jingjing Li, Yang Yang


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Agile Domain Adaptation

Jul 11, 2019
Jingjing Li, Mengmeng Jing, Yue Xie, Ke Lu, Zi Huang


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From Zero-Shot Learning to Cold-Start Recommendation

Jun 21, 2019
Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang

* Accepted to AAAI 2019. Codes are available at https://github.com/lijin118/LLAE 

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SADIH: Semantic-Aware DIscrete Hashing

Apr 16, 2019
Zheng Zhang, Guo-sen Xie, Yang Li, Sheng Li, Zi Huang

* Accepted by The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) 

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Leveraging the Invariant Side of Generative Zero-Shot Learning

Apr 08, 2019
Jingjing Li, Mengmeng Jin, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang

* Accepted in CVPR 2019 

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Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval

Apr 05, 2019
Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Huimin Lu


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Learning Private Neural Language Modeling with Attentive Aggregation

Dec 17, 2018
Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang


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Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning

Aug 22, 2018
Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Cong Zhao

* CIKM 2018 International Conference on Information and Knowledge Management 

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Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search

Jul 13, 2017
Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jingkuan Song, Xiaofang Zhou


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From Community Detection to Community Profiling

Jan 17, 2017
Hongyun Cai, Vincent W. Zheng, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang

* Technical report of a PVLDB 2017 paper 

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Binary Subspace Coding for Query-by-Image Video Retrieval

Dec 06, 2016
Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen


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