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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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Acme: A Research Framework for Distributed Reinforcement Learning

Jun 01, 2020
Matt Hoffman, Bobak Shahriari, John Aslanides, Gabriel Barth-Maron, Feryal Behbahani, Tamara Norman, Abbas Abdolmaleki, Albin Cassirer, Fan Yang, Kate Baumli, Sarah Henderson, Alex Novikov, Sergio Gómez Colmenarejo, Serkan Cabi, Caglar Gulcehre, Tom Le Paine, Andrew Cowie, Ziyu Wang, Bilal Piot, Nando de Freitas


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XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation

Apr 19, 2020
Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Bruce Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Rangan Majumder, Ming Zhou


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EvolveGraph: Heterogeneous Multi-Agent Multi-Modal Trajectory Prediction with Evolving Interaction Graphs

Apr 13, 2020
Jiachen Li, Fan Yang, Masayoshi Tomizuka, Chiho Choi

* 19 pages 

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Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild

Apr 07, 2020
Zhecan Wang, Jian Zhao, Cheng Lu, Han Huang, Fan Yang, Lianji Li, Yandong Guo

* 2020 Winter Conference on Applications of Computer Vision 

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Hybrid Graph Neural Networks for Crowd Counting

Jan 31, 2020
Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao, Shangchen Zhou, Hong Cheng

* To appear in AAAI 2020 

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Relational State-Space Model for Stochastic Multi-Object Systems

Jan 13, 2020
Fan Yang, Ling Chen, Fan Zhou, Yusong Gao, Wei Cao

* Accepted by ICLR 2020 

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Dually Supervised Feature Pyramid for Object Detection and Segmentation

Dec 13, 2019
Fan Yang, Cheng Lu, Yandong Guo, Longin Jan Latecki, Haibin Ling


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Game Design for Eliciting Distinguishable Behavior

Dec 12, 2019
Fan Yang, Liu Leqi, Yifan Wu, Zachary C. Lipton, Pradeep Ravikumar, William W. Cohen, Tom Mitchell

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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