research
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02/13/2023
Probabilistic Circuits That Know What They Don't Know
Probabilistic circuits (PCs) are models that allow exact and tractable p...
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09/13/2021
DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection
Object detection is a fundamental task in computer vision. While approac...
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06/08/2021
RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting
Time series forecasting is a relevant task that is performed in several ...
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05/19/2021
User Label Leakage from Gradients in Federated Learning
Federated learning enables multiple users to build a joint model by shar...
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08/08/2019