Luke Nicholas Darlow

According to our database, Luke Nicholas Darlow authored at least 15 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

TSMix: time series data augmentation by mixing sources.

Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

FoldFormer: sequence folding and seasonal attention for fine-grained long-term FaaS forecasting.

Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

How Does It Function?: Characterizing Long-term Trends in Production Serverless Workloads.

Artjom Joosen, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Luke Nicholas Darlow, Jianfeng Wang, Adam Barker

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2020

Latent Adversarial Debiasing: Mitigating Collider Bias in Deep Neural Networks.

Luke Nicholas Darlow, Stanislaw Jastrzebski, Amos J. Storkey

CoRR, 2020

DHOG: Deep Hierarchical Object Grouping.

Luke Nicholas Darlow, Amos J. Storkey

CoRR, 2020

What Information Does a ResNet Compress?

Luke Nicholas Darlow, Amos J. Storkey

CoRR, 2020

Matching Fingerprints with a Toroidal Iterative Closest Point Algorithm.

Courtney R. Pitcher, Patrick C. Marais, Luke Nicholas Darlow

Proceedings of the SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, 2020

2019

Optical Coherence Tomography for Fingerprint Presentation Attack Detection.

Yaseen Moolla, Luke Nicholas Darlow, Ameeth Sharma, Ann Singh, Johan Van Der Merwe

Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

2018

CINIC-10 is not ImageNet or CIFAR-10.

Luke Nicholas Darlow, Elliot J. Crowley, Antreas Antoniou, Amos J. Storkey

CoRR, 2018

GINN: Geometric Illustration of Neural Networks.

Luke Nicholas Darlow, Amos J. Storkey

CoRR, 2018

2017

Fingerprint minutiae extraction using deep learning.

Luke Nicholas Darlow, Benjamin Rosman

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

2016

Performance analysis of a Hybrid fingerprint extracted from optical coherence tomography fingertip scans.

Luke Nicholas Darlow, James Connan, Ann Singh

Proceedings of the International Conference on Biometrics, 2016

2015

Internal fingerprint zone detection in optical coherence tomography fingertip scans.

Luke Nicholas Darlow, James Connan, Sharat Saurabh Akhoury

J. Electronic Imaging, 2015

Study on internal to surface fingerprint correlation using optical coherence tomography and internal fingerprint extraction.

Luke Nicholas Darlow, James Connan

J. Electronic Imaging, 2015

2014

A review of state-of-the-art speckle reduction techniques for optical coherence tomography fingertip scans.

Luke Nicholas Darlow, Sharat Saurabh Akhoury, James Connan

Proceedings of the Seventh International Conference on Machine Vision, 2014