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Tired of Over-smoothing? Stress Graph Drawing Is All You Need!

Nov 19, 2022
Xue Li, Yuanzhi Cheng

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Relational Symmetry based Knowledge Graph Contrastive Learning

Nov 19, 2022
Ke Liang, Yue Liu, Sihang Zhou, Xinwang Liu, Wenxuan Tu

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RF signal classification in hardware with an RF spintronic neural network

Nov 02, 2022
Nathan Leroux, Danijela Marković, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Alejandro Schulman, Luana Benetti, Alex Jenkins, Ricardo Ferreira, Julie Grollier, Alice Mizrahi

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PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework

Nov 21, 2022
Bowen Li, Ziyuan Huang, Junjie Ye, Yiming Li, Sebastian Scherer, Hang Zhao, Changhong Fu

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Efficient Generalization Improvement Guided by Random Weight Perturbation

Nov 21, 2022
Tao Li, Weihao Yan, Zehao Lei, Yingwen Wu, Kun Fang, Ming Yang, Xiaolin Huang

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Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text

Nov 21, 2022
Qianhui Wu, Huiqiang Jiang, Haonan Yin, Borje F. Karlsson, Chin-Yew Lin

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Online Learning for Non-monotone Submodular Maximization: From Full Information to Bandit Feedback

Aug 16, 2022
Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang

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Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC

Nov 07, 2022
Ze Chen, Kangxu Wang, Zijian Cai, Jiewen Zheng, Jiarong He, Max Gao, Jason Zhang

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Semantic Similarity Models for Depression Severity Estimation

Nov 14, 2022
Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar, Iryna Gurevych

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Follow the Clairvoyant: an Imitation Learning Approach to Optimal Control

Nov 14, 2022
Andrea Martin, Luca Furieri, Florian Dörfler, John Lygeros, Giancarlo Ferrari-Trecate

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