183 citations · 310 across the 24 of their papers we have counts for
4 papers · 1 filter
Harmonic Networks: Deep Translation and Rotation Equivariance
Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov +1
Translating or rotating an input image should not affect the results of many computer vision tasks. Convolutional neural networks (CNNs) are already translation equivariant: input…
Help, It Looks Confusing: GUI Task Automation Through Demonstration and Follow-up Questions
Thanapong Intharah, Daniyar Turmukhambetov, Gabriel J. Brostow
Non-programming users should be able to create their own customized scripts to perform computer-based tasks for them, just by demonstrating to the machine how it's done. To that en…
Swipe Mosaics from Video
Malcolm Reynolds, Tom S. F. Haines, Gabriel J. Brostow
A panoramic image mosaic is an attractive visualization for viewing many overlapping photos, but its images must be both captured and processed correctly to produce an acceptable c…
Unsupervised Monocular Depth Estimation with Left-Right Consistency
Clément Godard, Oisin Mac Aodha, Gabriel J. Brostow
Learning based methods have shown very promising results for the task of depth estimation in single images. However, most existing approaches treat depth prediction as a supervised…