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04/12/2023
What is the message? Perspectives on Visual Data Communication
Data visualizations are used to communicate messages to diverse audience...
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03/14/2023
Self-attention for Enhanced OAMP Detection in MIMO Systems
Multiple-Input Multiple-Output (MIMO) systems are essential for wireless...
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09/05/2022
Understanding the Behavior of Belief Propagation
Probabilistic graphical models are a powerful concept for modeling high-...
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06/04/2022
Active Bayesian Causal Inference
Causal discovery and causal reasoning are classically treated as separat...
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10/05/2021
Distribution Mismatch Correction for Improved Robustness in Deep Neural Networks
Deep neural networks rely heavily on normalization methods to improve th...
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12/04/2018
Self-Guided Belief Propagation -- A Homotopy Continuation Method
We propose self-guided belief propagation (SBP) that modifies belief pro...
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05/20/2016