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Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification



Jun Yu , Hao Chang , Keda Lu , Liwen Zhang , Shenshen Du , Zhong Zhang


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Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning



Fan Zhou , Zhoufan Zhu , Qi Kuang , Liwen Zhang


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Constrained Text Generation with Global Guidance -- Case Study on CommonGen



Yixian Liu , Liwen Zhang , Wenjuan Han , Yue Zhang , Kewei Tu


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Adversarial Attack and Defense of Structured Prediction Models



Wenjuan Han , Liwen Zhang , Yong Jiang , Kewei Tu

* Accepted to EMNLP 2020 

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Latent Variable Sentiment Grammar



Liwen Zhang , Kewei Tu , Yue Zhang

* Accepted at ACL 2019 

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Tropical Geometry of Deep Neural Networks



Liwen Zhang , Gregory Naitzat , Lek-Heng Lim

* Proceedings of the 35th International Conference on Machine Learning, Stockholm, Sweden, PMLR 80, 2018 
* 18 pages, 6 figures 

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