Wolfgang Lehrach

发表

Learning undirected models via query training pdf

Miguel Lazaro-Gredilla, Wolfgang Lehrach, Dileep George, 2019, ArXiv.

Explaining Visual Cortex Phenomena using Recursive Cortical Network

Miguel Lazaro-Gredilla, Wolfgang Lehrach, Dileep George, 2018, bioRxiv.

Bayesian machine learning methods for predicting protein-peptide interactions and detecting mosaic structures in DNA sequences alignments

Wolfgang Lehrach, Wolfgang Lehrach, 2010 .

A detailed mathematical theory of thalamic and cortical microcircuits based on inference in a generative vision model

Wolfgang Lehrach, Dileep George, Miguel Lázaro-Gredilla, 2020, bioRxiv.

Query Training: Learning and inference for directed and undirected graphical models pdf

Wolfgang Lehrach, Dileep George, Antoine Dedieu, 2020, ArXiv.

Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data

Bhaskara Marthi, Wolfgang Lehrach, Dileep George, 2016, NIPS.

Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables.

Wolfgang Lehrach, Dileep George, Antoine Dedieu, 2020 .

Learning higher-order sequential structure with cloned HMMs pdf

Wolfgang Lehrach, Miguel Lázaro-Gredilla, Dileep George, 2019, ArXiv.

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

Bhaskara Marthi, Wolfgang Lehrach, Dileep George, 2017, Science.

Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables

Wolfgang Lehrach, Dileep George, Antoine Dedieu, 2020, AAAI.

Graphical Models with Attention for Context-Specific Independence and an Application to Perceptual Grouping pdf

Wolfgang Lehrach, Dileep George, Antoine Dedieu, 2021, ArXiv.