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Dandan Guo

Senior Member, IEEE

Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport


Oct 09, 2022
Dandan Guo, Long Tian, He Zhao, Mingyuan Zhou, Hongyuan Zha

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Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification


Aug 05, 2022
Dandan Guo, Zhuo Li, Meixi Zheng, He Zhao, Mingyuan Zhou, Hongyuan Zha

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Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings


Mar 15, 2022
Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou

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* Proceedings of ICLR, 2022 

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Learning Prototype-oriented Set Representations for Meta-Learning


Oct 18, 2021
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


May 10, 2021
Dandan Guo, Ruiying Lu, Bo Chen, Zequn Zeng, Mingyuan Zhou

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Variational Temporal Deep Generative Model for Radar HRRP Target Recognition


Sep 28, 2020
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


Jun 15, 2020
Hao Zhang, Bo Chen, Yulai Cong, Dandan Guo, Hongwei Liu, Mingyuan Zhou

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* 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


Dec 21, 2019
Dandan Guo, Bo Chen, Ruiying Lu, Mingyuan Zhou

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Deep Poisson gamma dynamical systems


Oct 26, 2018
Dandan Guo, Bo Chen, Hao Zhang, Mingyuan Zhou

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* NIPS 2018 

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