Our research, patents and thought leadership
We don’t have all of the answers yet. But we do have the talent and resources to get them. At Onfido we support our AI experts to ringfence time to conduct research studies or write academic papers. So they can get to the right answers in a responsible way. You can find a selection of the research papers, blogs and patents which our team have contributed to here.
Our team's research papers and articles
Jointly Aligning Millions of Images with Deep Penalised Reconstruction Congealing
Roberto Annunziata, Christos Sagonas, Jacques Cali
Research Paper
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A Bayesian optimization framework for neural network compression
Xingchen Ma, Amal Rannen Triki, Maxim Berman, Christos Sagonas, Jacques Cali, Matthew Blaschko
Research Paper
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Generalized Zero-Shot Recognition based on Visually Semantic Embedding
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama
Research Paper
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Learning Classifiers for Target Domain with Limited or No Labels
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama
Research Paper
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Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations
Hanxiao Wang, Venkatesh Saligrama, Stan Sclaroff, Vitaly Ablavsky
Research Paper
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Don’t Even Look Once: Synthesizing Features for Zero-Shot Detection
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama
Research Papers
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DeSTNet: Densely Fused Spatial Transformer Networks
Roberto Annunziata, Christos Sagonas, Jacques Calì
Research Paper
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How can we ensure Machine Learning models are fair?
Philip Botros
Article
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The ethical use of personal data to build AI technologies: a case study on remote biometric identity verification
Neal Cohen
Research Paper
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AI for good: using artificial intelligence to prevent and mitigate humanitarian crises
Romain Sabathe
Article
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Why do we need explainable AI?
Martins Bruveris
Article
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