Emerging themes in CryoEM─ Single particle analysis image processing

JL Vilas, JM Carazo, COS Sorzano - Chemical Reviews, 2022 - ACS Publications
Cryo-electron microscopy (CryoEM) has become a vital technique in structural biology. It is
an interdisciplinary field that takes advantage of advances in biochemistry, physics, and …

Mitigating prior errors in causal structure learning: Towards llm driven prior knowledge

L Chen, T Ban, X Wang, D Lyu, H Chen - arXiv preprint arXiv:2306.07032, 2023 - arxiv.org
Causal structure learning, a prominent technique for encoding cause and effect
relationships among variables, through Bayesian Networks (BNs). Merely recovering causal …

A Bayesian interpretation of the light gated recurrent unit

A Bittar, PN Garner - ICASSP 2021-2021 IEEE International …, 2021 - ieeexplore.ieee.org
We summarise previous work showing that the basic sigmoid activation function arises as an
instance of Bayes's theorem, and that recurrence follows from the prior. We derive a …

Bayesian Recurrent Units and the Forward-Backward Algorithm

A Bittar, PN Garner - arXiv preprint arXiv:2207.10486, 2022 - arxiv.org
Using Bayes's theorem, we derive a unit-wise recurrence as well as a backward recursion
similar to the forward-backward algorithm. The resulting Bayesian recurrent units can be …

Multilingual training and adaptation in speech recognition

S Tong - 2020 - infoscience.epfl.ch
State-of-the-art acoustic models for Automatic Speech Recognition (ASR) are based on
Hidden Markov Models (HMM) and Deep Neural Networks (DNN) and often require …