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An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble


Jun 28, 2021
Shuhan Zhang, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng

* 14 pages, 5 figures 

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A Scalable 256-Elements E-Band Phased-Array Transceiver for Broadband Communication


Jun 20, 2021
Xu Li, Wenyao Zhai, Morris Repeta, Hua Cai, Tyler Ross, Kimia Ansari, Sam Tiller, Hari Krishna Pothula, Dong Liang, Fan Yang, Yibo Lyu, Songlin Shuai, Guangjian Wang, Wen Tong


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Model-Based Counterfactual Synthesizer for Interpretation


Jun 16, 2021
Fan Yang, Sahan Suresh Alva, Jiahao Chen, Xia Hu

* 11 pages in total; To appear in KDD'21; 

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From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding


Jun 11, 2021
Shan Wu, Bo Chen, Chunlei Xin, Xianpei Han, Le Sun, Weipeng Zhang, Jiansong Chen, Fan Yang, Xunliang Cai

* Accepted by ACL 2021 

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MlTr: Multi-label Classification with Transformer


Jun 11, 2021
Xing Cheng, Hezheng Lin, Xiangyu Wu, Fan Yang, Dong Shen, Zhongyuan Wang, Nian Shi, Honglin Liu


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CAT: Cross Attention in Vision Transformer


Jun 10, 2021
Hezheng Lin, Xing Cheng, Xiangyu Wu, Fan Yang, Dong Shen, Zhongyuan Wang, Qing Song, Wei Yuan

* 9 pages, 4 figures 

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MST: Masked Self-Supervised Transformer for Visual Representation


Jun 10, 2021
Zhaowen Li, Zhiyang Chen, Fan Yang, Wei Li, Yousong Zhu, Chaoyang Zhao, Rui Deng, Liwei Wu, Rui Zhao, Ming Tang, Jinqiao Wang


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Launchpad: A Programming Model for Distributed Machine Learning Research


Jun 07, 2021
Fan Yang, Gabriel Barth-Maron, Piotr Stańczyk, Matthew Hoffman, Siqi Liu, Manuel Kroiss, Aedan Pope, Alban Rrustemi


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Calibrating multi-dimensional complex ODE from noisy data via deep neural networks


Jun 07, 2021
Kexuan Li, Fangfang Wang, Ruiqi Liu, Fan Yang, Zuofeng Shang


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ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale


May 26, 2021
Yuanming Li, Huaizheng Zhang, Shanshan Jiang, Fan Yang, Yonggang Wen, Yong Luo

* 6 pages, 6 figures 

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Towards Compact CNNs via Collaborative Compression


May 24, 2021
Yuchao Li, Shaohui Lin, Jianzhuang Liu, Qixiang Ye, Mengdi Wang, Fei Chao, Fan Yang, Jincheng Ma, Qi Tian, Rongrong Ji

* This paper is published in CVPR 2021 

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CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes


May 12, 2021
Fan Yang, Guosheng Lin


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GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions


Apr 30, 2021
Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan


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Numerical Energy Analysis of In-wheel Motor Driven Autonomous Electric Vehicles


Apr 10, 2021
Kang Shen, Fan Yang, Xinyou Ke, Cheng Zhang, Chris Yuan


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Mutual Graph Learning for Camouflaged Object Detection


Apr 03, 2021
Qiang Zhai, Xin Li, Fan Yang, Chenglizhao Chen, Hong Cheng, Deng-Ping Fan


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Graph-Based Topological Exploration Planning in Large-Scale 3D Environments


Mar 31, 2021
Fan Yang, Dung-Han Lee, John Keller, Sebastian Scherer

* Preprint version for ICRA2021 final submission 

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Active RIS vs. Passive RIS: Which Will Prevail in 6G?


Mar 31, 2021
Zijian Zhang, Linglong Dai, Xibi Chen, Changhao Liu, Fan Yang, Robert Schober, H. Vincent Poor

* Unlike the existing passive RIS, active RIS that can actively amplify the reflected signals is proposed to break the fundamental limit of double fading effect of RIS. The new signal model of active RIS is validated through experimental measurements. Measurement data and simulation codes will be provided at: http://oa.ee.tsinghua.edu.cn/dailinglong/publications/publications.html 

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Improving Authorship Verification using Linguistic Divergence


Mar 12, 2021
Yifan Zhang, Dainis Boumber, Marjan Hosseinia, Fan Yang, Arjun Mukherjee

* Published in ROMCIR 2021. Workshop held as part of ECIR 2021. March 28 - April 1, 2021 

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ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation


Feb 26, 2021
Yu Liu, Fan Yang, Dominique Ginhac

* Pattern Recognition Letters, 145 , 118-126, 2021 
* Accepted for publication in Pattern Recognition Letters 

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CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning


Feb 18, 2021
Chen Wei, Kihyuk Sohn, Clayton Mellina, Alan Yuille, Fan Yang


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Superresolving second-order correlation imaging using synthesized colored noise speckles


Feb 11, 2021
Zheng Li, Xiaoyu Nie, Fan Yang, Xiangpei Liu, Dongyu Liu, Xiaolong Dong, Xingchen Zhao, Tao Peng, M. Suhail Zubairy, Marlan O. Scully

* 13 pages, 5 figures 

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Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences


Jan 31, 2021
Zhi Chen, Fan Yang, Wenbing Tao

* Accepted by AAAI2021. arXiv admin note: substantial text overlap with arXiv:2007.05706 

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Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation


Jan 18, 2021
Fan Yang, Ninghao Liu, Mengnan Du, Xia Hu


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Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems


Dec 21, 2020
Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo

* Accepted to DEEP-DIAL 2021 workshop at AAAI 

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Multi-Aspect Sentiment Analysis with Latent Sentiment-Aspect Attribution


Dec 15, 2020
Yifan Zhang, Fan Yang, Marjan Hosseinia, Arjun Mukherjee

* 8 pages, published in The 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2020) 

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Fault-Aware Robust Control via Adversarial Reinforcement Learning


Nov 30, 2020
Fan Yang, Chao Yang, Di Guo, Huaping Liu, Fuchun Sun

* 7 pages, 7 figures 

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PAMS: Quantized Super-Resolution via Parameterized Max Scale


Nov 09, 2020
Huixia Li, Chenqian Yan, Shaohui Lin, Xiawu Zheng, Yuchao Li, Baochang Zhang, Fan Yang, Rongrong Ji

* ECCV 2020 

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Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification


Oct 30, 2020
Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen

* Accepted for COLING 2020 

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