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Dandan Guo

Senior Member, IEEE

Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings



Dongsheng Wang , Dandan Guo , He Zhao , Huangjie Zheng , Korawat Tanwisuth , Bo Chen , Mingyuan Zhou

* Proceedings of ICLR, 2022 

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Learning Prototype-oriented Set Representations for Meta-Learning



Dandan Guo , Long Tian , Minghe Zhang , Mingyuan Zhou , Hongyuan Zha


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Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning



Dandan Guo , Ruiying Lu , Bo Chen , Zequn Zeng , Mingyuan Zhou


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Variational Temporal Deep Generative Model for Radar HRRP Target Recognition



Dandan Guo , Bo Chen , Wenchao Chen , Chaojie Wang , Hongwei Liu , Mingyuan Zhou


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Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference



Hao Zhang , Bo Chen , Yulai Cong , Dandan Guo , Hongwei Liu , Mingyuan Zhou

* To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:1803.01328 

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Recurrent Hierarchical Topic-Guided Neural Language Models



Dandan Guo , Bo Chen , Ruiying Lu , Mingyuan Zhou


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Deep Poisson gamma dynamical systems



Dandan Guo , Bo Chen , Hao Zhang , Mingyuan Zhou

* NIPS 2018 

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WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling



Hao Zhang , Bo Chen , Dandan Guo , Mingyuan Zhou

* ICLR 2018 

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