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FAR Planner: Fast, Attemptable Route Planner using Dynamic Visibility Update


Oct 18, 2021
Fan Yang, Chao Cao, Hongbiao Zhu, Jean Oh, Ji Zhang

* This paper has been submitted to ICRA 2022 and is currently under review 

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LODE: Deep Local Deblurring and A New Benchmark


Sep 19, 2021
Zerun Wang, Liuyu Xiang, Fan Yang, Jinzhao Qian, Jie Hu, Haidong Huang, Jungong Han, Yuchen Guo, Guiguang Ding


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Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss


Sep 13, 2021
Xing Cheng, Hezheng Lin, Xiangyu Wu, Fan Yang, Dong Shen


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Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions


Sep 09, 2021
Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Guoqi Li, Weisheng Dong, Jianbo Shi


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LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces


Sep 01, 2021
Shuhan Zhang, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng

* 6 pages, 4 figures 

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Adaptive Label Smoothing To Regularize Large-Scale Graph Training


Aug 30, 2021
Kaixiong Zhou, Ninghao Liu, Fan Yang, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu


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Density-Based Dynamic Curriculum Learning for Intent Detection


Aug 24, 2021
Yantao Gong, Cao Liu, Jiazhen Yuan, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Ruiyao Niu, Houfeng Wang


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RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting


Aug 03, 2021
Jiachen Li, Fan Yang, Hengbo Ma, Srikanth Malla, Masayoshi Tomizuka, Chiho Choi

* ICCV 2021 (Project website: https://jiachenli94.github.io/publications/RAIN/

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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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