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Towards Semantic Communications: Deep Learning-Based Image Semantic Coding


Aug 08, 2022
Danlan Huang, Feifei Gao, Xiaoming Tao, Qiyuan Du, Jianhua Lu


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Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems


Jun 15, 2022
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan Hueser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gokhan Tur, Prem Natarajan

* Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22), August 14-18, 2022, Washington, DC, USA 
* KDD 2022 

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A Robust Deep Learning Enabled Semantic Communication System for Text


Jun 06, 2022
Xiang Peng, Zhijin Qin, Danlan Huang, Xiaoming Tao, Jianhua Lu, Guangyi Liu, Chengkang Pan

* 6 pages 

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Semantic Communications: Principles and Challenges


Jan 06, 2022
Zhijin Qin, Xiaoming Tao, Jianhua Lu, Geoffrey Ye Li


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Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications


Nov 24, 2021
Khaled B. Letaief, Yuanming Shi, Jianmin Lu, Jianhua Lu

* This work is a JSAC invited survey & tutorial paper. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Industry Scale Semi-Supervised Learning for Natural Language Understanding


Mar 29, 2021
Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu

* NAACL 2021 Industry track 

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Get away from Style: Category-Guided Domain Adaptation for Semantic Segmentation


Mar 29, 2021
Yantian Luo, Zhiming Wang, Danlan Huang, Ning Ge, Jianhua Lu


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Perceptual Image Restoration with High-Quality Priori and Degradation Learning


Mar 04, 2021
Chaoyi Han, Yiping Duan, Xiaoming Tao, Jianhua Lu


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Approximate Message Passing with Nearest Neighbor Sparsity Pattern Learning


Jan 04, 2016
Xiangming Meng, Sheng Wu, Linling Kuang, Defeng, Huang, Jianhua Lu

* 5 pages, 4 figures 

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