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01/20/2023
Optimized learned entropy coding parameters for practical neural-based image and video compression
Neural-based image and video codecs are significantly more power-efficie...
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11/08/2022
Bounded Guaranteed Algorithms for Concave Impurity Minimization Via Maximum Likelihood
Partitioning algorithms play a key role in many scientific and engineeri...
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08/08/2022
Boosting neural video codecs by exploiting hierarchical redundancy
In video compression, coding efficiency is improved by reusing pixels fr...
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07/18/2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices
Realizing the potential of neural video codecs on mobile devices is a bi...
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03/31/2022
Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets
We introduce a new class of attacks on machine learning models. We show ...
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04/05/2020
Deep Homography Estimation for Dynamic Scenes
Homography estimation is an important step in many computer vision probl...
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02/02/2017