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Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations



Leila Pishdad , Ran Zhang , Konstantinos G. Derpanis , Allan Jepson , Afsaneh Fazly

* 13 pages, 7 figures 

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A Deep Reinforcement Learning based Approach for NOMA-based Random Access Network with Truncated Channel Inversion Power Control



Ziru Chen , Ran Zhang , Lin X. Cai , Yu Cheng , Yong Liu

* Accepted (IEEE ICC 2022) 

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MELONS: generating melody with long-term structure using transformers and structure graph



Yi Zou , Pei Zou , Yi Zhao , Kaixiang Zhang , Ran Zhang , Xiaorui Wang


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Learning-Based Strategy Design for Robot-Assisted Reminiscence Therapy Based on a Developed Model for People with Dementia



Fengpei Yuan , Ran Zhang , Dania Bilal , Xiaopeng Zhao

* 10 pages, conference, 2 figures 

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Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning



Ran Zhang , Duc Minh , Nguyen , Miao Wang , Lin X. Cai , Xuemin , Shen

* 13 pages, book chapter, 25 (sub)figures 

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A Simulated Experiment to Explore Robotic Dialogue Strategies for People with Dementia



Fengpei Yuan , Amir Sadovnik , Ran Zhang , Devin Casenhiser , Eun Jin Paek , Si On Yoon , Xiaopeng Zhao

* 6 pages, 3 figures, 6 tables 

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RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers



Saeid Asgari Taghanaki , Jieliang Luo , Ran Zhang , Ye Wang , Pradeep Kumar Jayaraman , Krishna Murthy Jatavallabhula


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SREC: Proactive Self-Remedy of Energy-Constrained UAV-Based Networks via Deep Reinforcement Learning



Ran Zhang , Miao Wang , Lin X. Cai

* 6 pages, IEEE Global Communications Conference, 7-11 December 2020, Taipei, Taiwan 

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