Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Tong Yu

Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos


Sep 07, 2021
Chinedu Innocent Nwoye, Tong Yu, Cristians Gonzalez, Barbara Seeliger, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 21 pages, 9 figures, 19 tables. Submitted for journal peer-review on 20th August, 2021. Supplementary video available at: https://youtu.be/d_yHdJtCa98 

  Access Paper or Ask Questions

Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures


Feb 24, 2021
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy

* Accepted to IPCAI 2021 

  Access Paper or Ask Questions

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


Oct 02, 2020
Tong Yu, Nicolas Padoy

* Accepted at ACCV 2020 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Influence Diagram Bandits: Variational Thompson Sampling for Structured Bandit Problems


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Hyper-Parameter Optimization: A Review of Algorithms and Applications


Mar 12, 2020
Tong Yu, Hong Zhu


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions