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Learning a Better Initialization for Soft Prompts via Meta-Learning



Yukun Huang , Kun Qian , Zhou Yu


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Quantum Deep Learning for Mutant COVID-19 Strain Prediction



Yu-Xin Jin , Jun-Jie Hu , Qi Li , Zhi-Cheng Luo , Fang-Yan Zhang , Hao Tang , Kun Qian , Xian-Min Jin

* 34 pages, 4 figures, 2 supplementary figures 

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Audio Self-supervised Learning: A Survey



Shuo Liu , Adria Mallol-Ragolta , Emilia Parada-Cabeleiro , Kun Qian , Xin Jing , Alexander Kathan , Bin Hu , Bjoern W. Schuller


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Database Search Results Disambiguation for Task-Oriented Dialog Systems



Kun Qian , Ahmad Beirami , Satwik Kottur , Shahin Shayandeh , Paul Crook , Alborz Geramifard , Zhou Yu , Chinnadhurai Sankar


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AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All



Lei Zuo , Kun Qian , Bowen Yang , Zhou Yu


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$\boldsymbol╬│$-Net: Superresolving SAR Tomographic Inversion via Deep Learning



Kun Qian , Yuanyuan Wang , Yilei Shi , Xiao Xiang Zhu


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Annotation Inconsistency and Entity Bias in MultiWOZ



Kun Qian , Ahmad Beirami , Zhouhan Lin , Ankita De , Alborz Geramifard , Zhou Yu , Chinnadhurai Sankar

* Accepted by SIGDIAL 2021 

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A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting



Kun Qian , Wei Wei , Zhou Yu

* Accepted by AAAI 2021 

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Multi-Robot Dynamical Source Seeking in Unknown Environments



Bin Du , Kun Qian , Christian Claudel , Dengfeng Sun


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Deep Attention-based Representation Learning for Heart Sound Classification



Zhao Ren , Kun Qian , Fengquan Dong , Zhenyu Dai , Yoshiharu Yamamoto , Bj├Ârn W. Schuller


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