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Self-supervised Cross-silo Federated Neural Architecture Search

Feb 18, 2021
Xinle Liang, Yang Liu, Jiahuan Luo, Yuanqin He, Tianjian Chen, Qiang Yang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Learning by Turning: Neural Architecture Aware Optimisation

Feb 14, 2021
Yang Liu, Jeremy Bernstein, Markus Meister, Yisong Yue


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The importance of understanding instance-level noisy labels

Feb 10, 2021
Yang Liu


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Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels

Feb 10, 2021
Zhaowei Zhu, Yiwen Song, Yang Liu


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Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9

Feb 04, 2021
Seokhwan Kim, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tur

* To be presented at AAAI-21 DSTC9 Workshop. arXiv admin note: substantial text overlap with arXiv:2006.03533, arXiv:2011.06486 

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Temporal Contrastive Graph for Self-supervised Video Representation Learning

Feb 01, 2021
Yang Liu, Keze Wang, Haoyuan Lan, Liang Lin

* 11 pages, 4 figures 

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Channel Estimation for Practical IRS-Assisted OFDM Systems

Jan 26, 2021
Wanning Yang, Hongyu Li, Ming Li, Yang Liu, Qian Liu

* 6 pages, 4 figures, accepted by IEEE Wireless Communications and Networking Conference Workshops (WCNCW) 2021 

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White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content

Jan 25, 2021
Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis Kakadiaris


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PeerGAN: Generative Adversarial Networks with a Competing Peer Discriminator

Jan 19, 2021
Jiaheng Wei, Minghao Liu, Jiahao Luo, Qiutong Li, James Davis, Yang Liu


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Plug-and-Play Algorithms for Video Snapshot Compressive Imaging

Jan 13, 2021
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai

* 18 pages, 12 figures and 4 tables. Journal extension of arXiv:2003.13654. Code available at https://github.com/liuyang12/PnP-SCI_python 

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Intelligent reflecting surface assisted multi-cell multi-band wireless networks

Jan 05, 2021
Wenhao Cai, Rang Liu, Yang Liu, Ming Li, Qian Liu

* 17 pages, 5 figures,submitted to IEEE Wireless Communications and Networking Conference (WCNC) 2021 

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Neural Machine Translation: A Review of Methods, Resources, and Tools

Dec 31, 2020
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu

* Accepted by AI Open 

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Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer

Dec 29, 2020
Yao Zhang, Jiawei Yang, Feng Hou, Yang Liu, Yixin Wang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhiqiang He


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Universal Silicon Microwave Photonic Spectral Shaper

Dec 29, 2020
Xin Guo, Yang Liu, Tangman Yin, Blair Morrison, Mattia Pagani, Okky Daulay, Wim Bogaerts, Benjamin J. Eggleton, Alvaro Casas-Bedoya, David Marpaung


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Towards a Universal Continuous Knowledge Base

Dec 25, 2020
Gang Chen, Maosong Sun, Yang Liu


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A Second-Order Approach to Learning with Instance-Dependent Label Noise

Dec 22, 2020
Zhaowei Zhu, Tongliang Liu, Yang Liu

* Learning with label noise 

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Reinforcement Learning-based Product Delivery Frequency Control

Dec 20, 2020
Yang Liu, Zhengxing Chen, Kittipat Virochsiri, Juan Wang, Jiahao Wu, Feng Liang

* In 35th AAAI Conference on Artificial Intelligence, February 2-9, 2021 

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WDNet: Watermark-Decomposition Network for Visible Watermark Removal

Dec 15, 2020
Yang Liu, Zhen Zhu, Xiang Bai

* To appear in WACV 2021 

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Mask-Align: Self-Supervised Neural Word Alignment

Dec 13, 2020
Chi Chen, Maosong Sun, Yang Liu


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Relighting Images in the Wild with a Self-Supervised Siamese Auto-Encoder

Dec 11, 2020
Yang Liu, Alexandros Neophytou, Sunando Sengupta, Eric Sommerlade


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Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network

Dec 10, 2020
Yang Liu, Kuanquan Wang, Qince Li, Runnan He, Yongfeng Yuan, Henggui Zhang


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Risk Management Framework for Machine Learning Security

Dec 09, 2020
Jakub Breier, Adrian Baldwin, Helen Balinsky, Yang Liu


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Fusing Context Into Knowledge Graph for Commonsense Reasoning

Dec 09, 2020
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang


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Privacy-preserving Collaborative Learning with Automatic Transformation Search

Nov 25, 2020
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu

* 17 pages, 16 figures 

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QuerYD: A video dataset with high-quality textual and audio narrations

Nov 22, 2020
Andreea-Maria Oncescu, Jõao F. Henriques, Yang Liu, Andrew Zisserman, Samuel Albanie

* 6 pages, 4 figures, submitted to ICASSP 2021 

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