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06/06/2023
LLMZip: Lossless Text Compression using Large Language Models
We provide new estimates of an asymptotic upper bound on the entropy of ...
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05/11/2023
On the Advantages of Asynchrony in the Unsourced MAC
In this work we demonstrate how a lack of synchronization can in fact be...
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12/15/2021
Bayesian Graph Contrastive Learning
Contrastive learning has become a key component of self-supervised learn...
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05/26/2021
Approximate Support Recovery using Codes for Unsourced Multiple Access
We consider the approximate support recovery (ASR) task of inferring the...
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06/07/2020
Bayesian Graph Neural Networks with Adaptive Connection Sampling
We propose a unified framework for adaptive connection sampling in graph...
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10/28/2019
Semi-Implicit Stochastic Recurrent Neural Networks
Stochastic recurrent neural networks with latent random variables of com...
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01/10/2018
