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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: 

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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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Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression

Oct 22, 2020
Hongyang R. Zhang, Fan Yang, Sen Wu, Weijie J. Su, Christopher Ré

* 44 pages, 3 figures 

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Towards Fast, Accurate and Stable 3D Dense Face Alignment

Sep 21, 2020
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li

* Accepted by ECCV 2020 

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RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Sep 15, 2020
Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo

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LaSOT: A High-quality Large-scale Single Object Tracking Benchmark

Sep 12, 2020
Heng Fan, Hexin Bai, Liting Lin, Fan Yang, Peng Chu, Ge Deng, Sijia Yu, Harshit, Mingzhen Huang, Juehuan Liu, Yong Xu, Chunyuan Liao, Lin Yuan, Haibin Ling

* Tech Report. Update project website 

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Cascade Graph Neural Networks for RGB-D Salient Object Detection

Aug 07, 2020
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu

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PIC-Net: Point Cloud and Image Collaboration Network for Large-Scale Place Recognition

Aug 03, 2020
Yuheng Lu, Fan Yang, Fangping Chen, Don Xie

* 8 pages, 8 figures 

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Machine Learning Explanations to Prevent Overtrust in Fake News Detection

Jul 27, 2020
Sina Mohseni, Fan Yang, Shiva Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric Ragan

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Cascade Network with Guided Loss and Hybrid Attention for Two-view Geometry

Jul 16, 2020
Zhi Chen, Fan Yang, Wenbing Tao

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ReMOTS: Self-Supervised Refining Multi-Object Tracking and Segmentation

Jul 08, 2020
Fan Yang, Xin Chang, Chenyu Dang, Ziqiang Zheng, Sakriani Sakti, Satoshi Nakamura, Yang Wu

* 4 pages 

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Birds of a Feather Flock Together: Satirical News Detection via Language Model Differentiation

Jul 04, 2020
Yigeng Zhang, Fan Yang, Yifan Zhang, Eduard Dragut, Arjun Mukherjee

* 10 pages 

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An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks

Jun 18, 2020
Ruixiang Tang, Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu

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Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm

Jun 14, 2020
Hu Ding, Fan Yang, Jiawei Huang

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MSDU-net: A Multi-Scale Dilated U-net for Blur Detection

Jun 05, 2020
Fan Yang, Xiao Xiao

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