Wolfgang Lehrach

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Perceptual Grouping

Models With Hidden Variables

Text Recognition

Viterbi Algorithm

Top Venues

Publications

Antoine Dedieu, Wolfgang Lehrach, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments. CoRR (2024)
Guangyao Zhou, Wolfgang Lehrach, Antoine Dedieu, Miguel Lázaro-Gredilla, Dileep George
Graphical Models with Attention for Context-Specific Independence and an Application to Perceptual Grouping. CoRR (2021)
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Nishad Gothoskar, Guangyao Zhou, Antoine Dedieu, Dileep George
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables. AAAI (2021)
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Nishad Gothoskar, Guangyao Zhou, Antoine Dedieu, Dileep George
Query Training: Learning and inference for directed and undirected graphical models. CoRR (2020)
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Dileep George
Learning undirected models via query training. CoRR (2019)
Antoine Dedieu, Nishad Gothoskar, Scott Swingle, Wolfgang Lehrach, Miguel Lázaro-Gredilla, Dileep George
Learning higher-order sequential structure with cloned HMMs. CoRR (2019)
Xinghua Lou, Ken Kansky, Wolfgang Lehrach, C. C. Laan, Bhaskara Marthi, D. Scott Phoenix, Dileep George
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data. NIPS (2016)
Xinghua Lou, Ken Kansky, Wolfgang Lehrach, C. C. Laan, Bhaskara Marthi, D. Scott Phoenix, Dileep George
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data. CoRR (2016)