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MoDist: Motion Distillation for Self-supervised Video Representation Learning

Jun 17, 2021
Fanyi Xiao, Joseph Tighe, Davide Modolo

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YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS)

Dec 22, 2020
Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee

* 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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MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model

Oct 09, 2020
Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Qi Wu, Wenxian Yu, Robert Qiu

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Delving Deeper into Anti-aliasing in ConvNets

Aug 21, 2020
Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yong Jae Lee

* [Accepted in BMVC2020] code: 

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A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors

Mar 06, 2020
Fanyi Xiao, Ling Pei, Lei Chu, Danping Zou, Wenxian Yu, Yifan Zhu, Tao Li

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Audiovisual SlowFast Networks for Video Recognition

Jan 23, 2020
Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer

* Technical report 

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YOLACT++: Better Real-time Instance Segmentation

Dec 03, 2019
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee

* Journal extension of our previous conference paper arXiv:1904.02689 

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STEP: Spatio-Temporal Progressive Learning for Video Action Detection

Apr 19, 2019
Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz

* CVPR 2019 (Oral) 

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YOLACT: Real-time Instance Segmentation

Apr 04, 2019
Daniel Bolya, Chong Zhou, Fanyi Xiao, Yong Jae Lee

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Video Object Detection with an Aligned Spatial-Temporal Memory

Jul 27, 2018
Fanyi Xiao, Yong Jae Lee

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Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks

Nov 29, 2017
Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee

* 9 pages, 6 figures 

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Weakly-supervised Visual Grounding of Phrases with Linguistic Structures

May 03, 2017
Fanyi Xiao, Leonid Sigal, Yong Jae Lee

* CVPR 2017 

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Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection

Apr 19, 2016
Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 

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Multi-Task Regularization with Covariance Dictionary for Linear Classifiers

Oct 21, 2013
Fanyi Xiao, Ruikun Luo, Zhiding Yu

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