205 citations · 233 across the 9 of their papers we have counts for
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stat.ML2023★ 1 cited
Piecewise Deterministic Markov Processes for Bayesian Neural Networks
Ethan Goan, Dimitri Perrin, Kerrie Mengersen +1
Inference on modern Bayesian Neural Networks (BNNs) often relies on a variational inference treatment, imposing violated assumptions of independence and the form of the posterior.…
cs.CV2023
Uncertainty in Real-Time Semantic Segmentation on Embedded Systems
Ethan Goan, Clinton Fookes
Application for semantic segmentation models in areas such as autonomous vehicles and human computer interaction require real-time predictive capabilities. The challenges of addres…