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Encode the Unseen: Predictive Video Hashing for Scalable Mid-Stream Retrieval

Oct 02, 2020
Tong Yu, Nicolas Padoy

* Accepted at ACCV 2020 

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Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets

Jul 10, 2020
Chinedu Innocent Nwoye, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 13 pages, 4 figures, 6 tables. Accepted and to be published in MICCAI 2020 

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Influence Diagram Bandits: Variational Thompson Sampling for Structured Bandit Problems

Jul 09, 2020
Tong Yu, Branislav Kveton, Zheng Wen, Ruiyi Zhang, Ole J. Mengshoel


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Reward Constrained Interactive Recommendation with Natural Language Feedback

May 04, 2020
Ruiyi Zhang, Tong Yu, Yilin Shen, Hongxia Jin, Changyou Chen, Lawrence Carin

* Appeared in NeurIPS 2019; Updated version 

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Hyper-Parameter Optimization: A Review of Algorithms and Applications

Mar 12, 2020
Tong Yu, Hong Zhu


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Figure Captioning with Reasoning and Sequence-Level Training

Jun 07, 2019
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Tong Yu, Ryan Rossi, Razvan Bunescu


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Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase

Dec 07, 2018
Jianfeng Chi, Emmanuel Owusu, Xuwang Yin, Tong Yu, William Chan, Patrick Tague, Yuan Tian


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Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition

Nov 30, 2018
Tong Yu, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 13 pages, 4 figures 

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Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention

Oct 07, 2018
Ming Zeng, Haoxiang Gao, Tong Yu, Ole J. Mengshoel, Helge Langseth, Ian Lane, Xiaobing Liu

* The International Symposium on Wearable Computers (ISWC) 2018 
* 8 pages. published in The International Symposium on Wearable Computers (ISWC) 2018 

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SpectralLeader: Online Spectral Learning for Single Topic Models

Apr 26, 2018
Tong Yu, Branislav Kveton, Zheng Wen, Hung Bui, Ole J. Mengshoel

* 17 pages, 2 figures 

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Semi-Supervised Convolutional Neural Networks for Human Activity Recognition

Jan 22, 2018
Ming Zeng, Tong Yu, Xiao Wang, Le T. Nguyen, Ole J. Mengshoel, Ian Lane

* Accepted by BigData2017 

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Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models

Nov 22, 2017
Bing Liu, Tong Yu, Ian Lane, Ole J. Mengshoel

* Accepted at AAAI 2018 

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