Douglas McIlwraith

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Gaussian Process

Image Synthesis

Efficient Learning

Top Venues

Medical Image Anal.

Publications

Yuanhan Mo, Fangde Liu, Guang Yang, Shuo Wang, Jian-Qing Zheng, Fuping Wu, Bartlomiej W. Papiez, Douglas McIlwraith, Taigang He, Yike Guo
Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation. Medical Image Anal. 95 (2024)
Rossella Arcucci, Douglas McIlwraith, Yike Guo
Scalable Weak Constraint Gaussian Processes. ICCS (4) (2019)
Senaka Fernando, David Birch, Miguel Molina-Solana, Douglas McIlwraith, Yike Guo
Compositional Microservices for Immersive Social Visual Analytics. IV (1) (2019)
Douglas McIlwraith, Andrea Catalucci, Sam Boyd, Raouf Aghrout, Yike Guo
Optimising Toward Completed Videos in an Online Video Advertising Exchange. COMPSAC (1) (2018)
Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu
Deep Sequence Learning with Auxiliary Information for Traffic Prediction. KDD (2018)
Yuanhan Mo, Fangde Liu, Douglas McIlwraith, Guang Yang, Jingqing Zhang, Taigang He, Yike Guo
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation. MICCAI (4) (2018)
Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu
Deep Sequence Learning with Auxiliary Information for Traffic Prediction. CoRR (2018)
Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo
I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation. CoRR (2017)
Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo
I2T2I: Learning text to image synthesis with textual data augmentation. ICIP (2017)