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Few-shot Weakly-Supervised Object Detection via Directional Statistics



Amirreza Shaban , Amir Rahimi , Thalaiyasingam Ajanthan , Byron Boots , Richard Hartley


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A Robotic 3D Perception System for Operating Room Environment Awareness



Zhaoshuo Li , Amirreza Shaban , Jean-Gabriel Simard , Dinesh Rabindran , Simon DiMaio , Omid Mohareri

* Accepted in IPCAI 2020 

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In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization



Amir Rahimi , Amirreza Shaban , Thalaiyasingam Ajanthan , Richard Hartley , Byron Boots

* 22 pages, 7 figures 

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Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks



Amir Rahimi , Amirreza Shaban , Ching-An Cheng , Byron Boots , Richard Hartley

* 17 pages, 5 figures 

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MMTM: Multimodal Transfer Module for CNN Fusion



Hamid Reza Vaezi Joze , Amirreza Shaban , Michael L. Iuzzolino , Kazuhito Koishida


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Learning to Find Common Objects Across Image Collections



Amirreza Shaban , Amir Rahimi , Stephen Gould , Byron Boots , Richard Hartley


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Truncated Back-propagation for Bilevel Optimization



Amirreza Shaban , Ching-An Cheng , Nathan Hatch , Byron Boots


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Deep Forward and Inverse Perceptual Models for Tracking and Prediction



Alexander Lambert , Amirreza Shaban , Amit Raj , Zhen Liu , Byron Boots

* 8 pages, International Conference on Robotics and Automation (ICRA) 2018 

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One-Shot Learning for Semantic Segmentation



Amirreza Shaban , Shray Bansal , Zhen Liu , Irfan Essa , Byron Boots

* To appear in the proceedings of the British Machine Vision Conference (BMVC) 2017. The code is available at https://github.com/lzzcd001/OSLSM 

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