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08/15/2023
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based Planning
Active Inference is a recent framework for modeling planning under uncer...
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08/18/2022
Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks
Robust classification is essential in tasks like autonomous vehicle sign...
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08/01/2022
AdaWCT: Adaptive Whitening and Coloring Style Injection
Adaptive instance normalization (AdaIN) has become the standard method f...
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05/12/2022
Overparameterization Improves StyleGAN Inversion
Deep generative models like StyleGAN hold the promise of semantic image ...
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05/04/2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision
We propose a new strategy for applying large pre-trained language models...
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09/17/2020
The relationship between dynamic programming and active inference: the discrete, finite-horizon case
Active inference is a normative framework for generating behaviour based...
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01/31/2020
Battery draining attacks against edge computing nodes in IoT networks
Many IoT devices, especially those deployed at the network edge have lim...
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09/18/2018