Michael Tsang

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 22

Top Topics

Feature Interactions

Nearest Neighbour

Gesture Recognition

Landmark Detection

Top Venues

Publications

Liang Luo, Buyun Zhang, Michael Tsang, Yinbin Ma, Ching-Hsiang Chu, Yuxin Chen, Shen Li, Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Dingqiao Wen, Jongsoo Park, Dheevatsa Mudigere, Maxim Naumov
Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large-Scale Recommendation. CoRR (2024)
Liang Luo, Buyun Zhang, Michael Tsang, Yinbin Ma, Ching-Hsiang Chu, Yuxin Chen, Shen Li, Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Wen, Jongsoo Park, Dheevatsa Mudigere, Maxim Naumov
Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation. MLSys (2024)
Buyun Zhang, Liang Luo, Xi Liu, Jay Li, Zeliang Chen, Weilin Zhang, Xiaohan Wei, Yuchen Hao, Michael Tsang, Wenjun Wang, Yang Liu, Huayu Li, Yasmine Badr, Jongsoo Park, Jiyan Yang, Dheevatsa Mudigere, Ellie Wen
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction. CoRR (2022)
Mohammad H. Jafari, Christina Luong, Michael Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
U-LanD: Uncertainty-Driven Video Landmark Detection. IEEE Trans. Medical Imaging 41 (4) (2022)
Tom Ginsberg, Ro-ee Tal, Michael Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. ASMUS@MICCAI (2021)
Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu
Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes. WACV (2021)
Michael Tsang, James Enouen, Yan Liu
Interpretable Artificial Intelligence through the Lens of Feature Interaction. CoRR (2021)
Mohammad H. Jafari, Christina Luong, Michael Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
U-LanD: Uncertainty-Driven Video Landmark Detection. CoRR (2021)
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Nathaniel Moulson, Christina Luong, Andrea Fung, Shane Balthazaar, John Jue, Michael Tsang, Parvathy Nair, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu
Interpretable Deepfake Detection via Dynamic Prototypes. CoRR (2020)
Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection. ICLR (2020)
Michael Tsang, Sirisha Rambhatla, Yan Liu
How does this interaction affect me? Interpretable attribution for feature interactions. CoRR (2020)
Michael Tsang, Sirisha Rambhatla, Yan Liu
How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions. NeurIPS (2020)
Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection. CoRR (2020)
Hanpeng Liu, Yaguang Li, Michael Tsang, Yan Liu
CoSTCo: A Neural Tensor Completion Model for Sparse Tensors. KDD (2019)
Conner Chyung, Michael Tsang, Yan Liu
Extracting Interpretable Concept-Based Decision Trees from CNNs. CoRR (2019)
Michael Tsang, Hanpeng Liu, Sanjay Purushotham, Pavankumar Murali, Yan Liu
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability. NeurIPS (2018)
Eli Pincus, Su Lei, Gale M. Lucas, Emmanuel Johnson, Michael Tsang, Jonathan Gratch, David R. Traum
The Importance of Regulatory Fit & Early Success in a Human-Machine Game. APAScience (2018)
Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu
Can I trust you more? Model-Agnostic Hierarchical Explanations. CoRR (2018)
Michael Tsang, Dehua Cheng, Yan Liu
Detecting Statistical Interactions from Neural Network Weights. ICLR (Poster) (2018)
Michael Tsang, Vadim Korolik, Stefan Scherer, Maja J. Mataric
Comparing models for gesture recognition of children's bullying behaviors. ACII (2017)
Michael Tsang, Dehua Cheng, Yan Liu
Detecting Statistical Interactions from Neural Network Weights. CoRR (2017)
Ting-Hao Yang, Yu-Lun Hsieh, Yu-Hsuan Chen, Michael Tsang, Cheng-Wei Shih, Wen-Lian Hsu
Sinica-IASL Chinese spelling check system at Sighan-7. SIGHAN@IJCNLP (2013)
Michael Tsang, Nigel Morris, Ravin Balakrishnan
Temporal Thumbnails: rapid visualization of time-based viewing data. AVI (2004)
Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan
Game-like navigation and responsiveness in non-game applications. Commun. ACM 46 (7) (2003)
Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan, William Buxton
Boom chameleon: simultaneous capture of 3D viewpoint, voice and gesture annotations on a spatially-aware display. ACM Trans. Graph. 22 (3) (2003)
Michael Tsang, George W. Fitzmaurice, Gordon Kurtenbach, Azam Khan, William Buxton
Boom chameleon: simultaneous capture of 3D viewpoint, voice and gesture annotations on a spatially-aware display. UIST (2002)