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The Object at Hand: Automated Editing for Mixed Reality Video Guidance from Hand-Object Interactions


Sep 29, 2021
Yao Lu, Walterio W. Mayol-Cuevas


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Egocentric Hand-object Interaction Detection and Application


Sep 29, 2021
Yao Lu, Walterio W. Mayol-Cuevas


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Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation


Sep 29, 2021
Yao Lu, Walterio W. Mayol-Cuevas


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Deep 3D-CNN for Depression Diagnosis with Facial Video Recording of Self-Rating Depression Scale Questionnaire


Jul 22, 2021
Wanqing Xie, Lizhong Liang, Yao Lu, Hui Luo, Xiaofeng Liu

* 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021) 

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S2Looking: A Satellite Side-Looking Dataset for Building Change Detection


Jul 20, 2021
Li Shen, Yao Lu, Hao Chen, Hao Wei, Donghai Xie, Jiabao Yue, Rui Chen, Yue Zhang, Ao Zhang, Shouye Lv, Bitao Jiang


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Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation


Jun 25, 2021
Wanqing Xie, Lizhong Liang, Yao Lu, Chen Wang, Jihong Shen, Hui Luo, Xiaofeng Liu

* Published in IEEE Journal of Biomedical and Health Informatics 

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Optimization of Service Addition in Multilevel Index Model for Edge Computing


Jun 19, 2021
Jiayan Gu, Yan Wu, Ashiq Anjum, John Panneerselvam, Yao Lu, Bo Yuan


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ISTR: End-to-End Instance Segmentation with Transformers


May 06, 2021
Jie Hu, Liujuan Cao, Yao Lu, ShengChuan Zhang, Yan Wang, Ke Li, Feiyue Huang, Ling Shao, Rongrong Ji


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Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills


Apr 28, 2021
Yevgen Chebotar, Karol Hausman, Yao Lu, Ted Xiao, Dmitry Kalashnikov, Jake Varley, Alex Irpan, Benjamin Eysenbach, Ryan Julian, Chelsea Finn, Sergey Levine


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Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning


Apr 19, 2021
Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj


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Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity


Apr 18, 2021
Yao Lu, Max Bartolo, Alastair Moore, Sebastian Riedel, Pontus Stenetorp


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Learning to Estimate Hidden Motions with Global Motion Aggregation


Apr 06, 2021
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard Hartley


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Learning Optical Flow from a Few Matches


Apr 05, 2021
Shihao Jiang, Yao Lu, Hongdong Li, Richard Hartley

* Accepted to CVPR 2021 

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Visionary: Vision architecture discovery for robot learning


Mar 26, 2021
Iretiayo Akinola, Anelia Angelova, Yao Lu, Yevgen Chebotar, Dmitry Kalashnikov, Jacob Varley, Julian Ibarz, Michael S. Ryoo

* ICRA 2021 

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Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles


Oct 27, 2020
Yao Lu, Yue Dong, Laurent Charlin

* EMNLP 2020 

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Disentangle Perceptual Learning through Online Contrastive Learning


Jun 24, 2020
Kangfu Mei, Yao Lu, Qiaosi Yi, Haoyu Wu, Juncheng Li, Rui Huang

* 12 pages, 8 figures 

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Bidirectional Self-Normalizing Neural Networks


Jun 22, 2020
Yao Lu, Stephen Gould, Thalaiyasingam Ajanthan


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Taskology: Utilizing Task Relations at Scale


May 14, 2020
Yao Lu, Sören Pirk, Jan Dlabal, Anthony Brohan, Ankita Pasad, Zhao Chen, Vincent Casser, Anelia Angelova, Ariel Gordon


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Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction


May 04, 2020
Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert

* Accepted at ACL 2020 

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Prediction Modeling and Analysis for Telecom Customer Churn in Two Months


Nov 01, 2019
Lingling Yang, Dongyang Li, Yao Lu

* 22 pages, 4 figures 

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Decoding of visual-related information from the human EEG using an end-to-end deep learning approach


Nov 01, 2019
Lingling Yang, Leanne Lai Hang Chan, Yao Lu

* 7 pages; 9 figures; submitted to the Journal of Biomedical and Health Informatics 

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Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning


Aug 30, 2019
Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu

* Accepted as a full paper of The 28th ACM International Conference on Information and Knowledge Management (CIKM '19) 

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Mobile Video Action Recognition


Aug 27, 2019
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen


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Predictive Ensemble Learning with Application to Scene Text Detection


May 16, 2019
Danlu Chen, Xu-Yao Zhang, Wei Zhang, Yao Lu, Xiuli Li, Tao Mei


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Distilling Task-Specific Knowledge from BERT into Simple Neural Networks


Mar 28, 2019
Raphael Tang, Yao Lu, Linqing Liu, Lili Mou, Olga Vechtomova, Jimmy Lin

* 8 pages, 2 figures; first three authors contributed equally 

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Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph


Dec 31, 2018
Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu

* The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2018), 635--644 

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Doubly Stochastic Neighbor Embedding on Spheres


Sep 11, 2018
Yao Lu, Jukka Corander, Zhirong Yang


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