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Wolfgang Lehrach
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2020 – today
- 2024
- [i6]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 abs/2401.05946 (2024) - 2021
- [c2]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: 8252-8260 - [i5]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 abs/2112.03371 (2021) - 2020
- [i4]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 abs/2006.06803 (2020)
2010 – 2019
- 2019
- [i3]Antoine Dedieu, Nishad Gothoskar, Scott Swingle, Wolfgang Lehrach, Miguel Lázaro-Gredilla, Dileep George:
Learning higher-order sequential structure with cloned HMMs. CoRR abs/1905.00507 (2019) - [i2]Miguel Lázaro-Gredilla, Wolfgang Lehrach, Dileep George:
Learning undirected models via query training. CoRR abs/1912.02893 (2019) - 2016
- [c1]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: 2793-2801 - [i1]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 abs/1611.02788 (2016)
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