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A new neighborhood structure for job shop scheduling problems


Sep 07, 2021
Jin Xie, Xinyu Li, Liang Gao, Lin Gui


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Video Contrastive Learning with Global Context


Aug 05, 2021
Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li

* Code is publicly available at: https://github.com/amazon-research/video-contrastive-learning 

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Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image


Aug 05, 2021
Xinxin Zuo, Ji Yang, Sen Wang, Zhenbo Yu, Xinyu Li, Bingbing Ni, Minglun Gong, Li Cheng


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Long Short-Term Transformer for Online Action Detection


Jul 07, 2021
Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Xia, Zhuowen Tu, Stefano Soatto

* Technical report 

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Unsupervised Action Segmentation with Self-supervised Feature Learning and Co-occurrence Parsing


Jun 02, 2021
Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong, Joseph Tighe, Charless Fowlkes


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SiamMOT: Siamese Multi-Object Tracking


May 25, 2021
Bing Shuai, Andrew Berneshawi, Xinyu Li, Davide Modolo, Joseph Tighe

* CVPR2021 

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VidTr: Video Transformer Without Convolutions


Apr 23, 2021
Xinyu Li, Yanyi Zhang, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe


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TubeR: Tube-Transformer for Action Detection


Apr 09, 2021
Jiaojiao Zhao, Xinyu Li, Chunhui Liu, Shuai Bing, Hao Chen, Cees G. M. Snoek, Joseph Tighe


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Selective Feature Compression for Efficient Activity Recognition Inference


Apr 01, 2021
Chunhui Liu, Xinyu Li, Hao Chen, Davide Modolo, Joseph Tighe


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Learning-based Prediction and Uplink Retransmission for Wireless Virtual Reality (VR) Network


Dec 16, 2020
Xiaonan Liu, Xinyu Li, Yansha Deng


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NUTA: Non-uniform Temporal Aggregation for Action Recognition


Dec 15, 2020
Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Hao Chen, Joseph Tighe


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A Comprehensive Study of Deep Video Action Recognition


Dec 11, 2020
Yi Zhu, Xinyu Li, Chunhui Liu, Mohammadreza Zolfaghari, Yuanjun Xiong, Chongruo Wu, Zhi Zhang, Joseph Tighe, R. Manmatha, Mu Li

* Technical report. Code and model zoo can be found at https://cv.gluon.ai/model_zoo/action_recognition.html 

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Multi-Label Activity Recognition using Activity-specific Features


Sep 16, 2020
Yanyi Zhang, Xinyu Li, Ivan Marsic


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Directional Temporal Modeling for Action Recognition


Jul 21, 2020
Xinyu Li, Bing Shuai, Joseph Tighe

* ECCV 2020 

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Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks


Mar 02, 2020
Chirag Nagpal, Xinyu Li, Artur Dubrawski


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BERTSel: Answer Selection with Pre-trained Models


May 18, 2019
Dongfang Li, Yifei Yu, Qingcai Chen, Xinyu Li


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Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks


Apr 20, 2019
Xinyu Li, Wei Zhang, Tong Shen, Tao Mei


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Tri-axial Self-Attention for Concurrent Activity Recognition


Dec 06, 2018
Yanyi Zhang, Xinyu Li, Kaixiang Huang, Yehan Wang, Shuhong Chen, Ivan Marsic


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Whale swarm algorithm with the mechanism of identifying and escaping from extreme point for multimodal function optimization


Jul 10, 2018
Bing Zeng, Xinyu Li, Liang Gao, Yuyan Zhang, Haozhen Dong

* 28 pages, 11 figures, 9 tables, 36 references 

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Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment


May 22, 2018
Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li, Ivan Marsic

* Accepted by ACL 2018 

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Progress Estimation and Phase Detection for Sequential Processes


Jul 14, 2017
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Shuhong Chen, Yue Gu, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd

* Accepted by IMWUT/Ubicomp 2017 

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Concurrent Activity Recognition with Multimodal CNN-LSTM Structure


Feb 06, 2017
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd

* 14 pages, 12 figures, under review 

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