61 citations · 70 across the 5 of their papers we have counts for
5 papers
PRANet: Point Cloud Registration with an Artificial Agent
Lisa Tse, Abdoul Aziz Amadou, Axen Georget +1
Point cloud registration plays a critical role in a multitude of computer vision tasks, such as pose estimation and 3D localization. Recently, a plethora of deep learning methods w…
Online Multitask Learning with Long-Term Memory
Mark Herbster, Stephen Pasteris, Lisa Tse
We introduce a novel online multitask setting. In this setting each task is partitioned into a sequence of segments that is unknown to the learner. Associated with each segment is…
Online Matrix Completion with Side Information
Mark Herbster, Stephen Pasteris, Lisa Tse
We give an online algorithm and prove novel mistake and regret bounds for online binary matrix completion with side information. The mistake bounds we prove are of the form $\tilde…
Graph Cut Segmentation Methods Revisited with a Quantum Algorithm
Lisa Tse, Peter Mountney, Paul Klein +1
The design and performance of computer vision algorithms are greatly influenced by the hardware on which they are implemented. CPUs, multi-core CPUs, FPGAs and GPUs have inspired n…
QDB: a new database of plasma chemistries and reactions
Jonathan Tennyson, Sara Rahimi, Christian Hill +31
One of the most challenging and recurring problems when modelling plasmas is the lack of data on key atomic and molecular reactions that drive plasma processes. Even when there are…