no code implementations • 23 Jan 2021 • Daniel Mitchell, Jamie Blanche, Osama Zaki, Joshua Roe, Leo Kong, Samuel Harper, Valentin Robu, Theodore Lim, David Flynn
To reduce Operation and Maintenance (O&M) costs on offshore wind farms, wherein 80% of the O&M cost relates to deploying personnel, the offshore wind sector looks to Robotics and Artificial Intelligence (RAI) for solutions.
1 code implementation • ICLR 2018 • Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston
Designing architectures for deep neural networks requires expert knowledge and substantial computation time.
2 code implementations • 15 Jun 2017 • Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston
The early layers of a deep neural net have the fewest parameters, but take up the most computation.
2 code implementations • 22 Sep 2016 • Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston
The increasingly photorealistic sample quality of generative image models suggests their feasibility in applications beyond image generation.
2 code implementations • 15 Aug 2016 • Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston
When working with three-dimensional data, choice of representation is key.
Ranked #13 on 3D Point Cloud Classification on ModelNet40 (Mean Accuracy metric)