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11/17/2022
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning
We empirically investigate how pre-training on data of different modalit...
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11/15/2022
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
Modern deep learning systems are fragile and do not generalize well unde...
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04/26/2022
Convergence of neural networks to Gaussian mixture distribution
We give a proof that, under relatively mild conditions, fully-connected ...
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09/06/2021
Image recognition via Vietoris-Rips complex
Extracting informative features from images has been of capital importan...
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05/16/2021