30 citations · 32 across the 13 of their papers we have counts for
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cs.LG2023★ 1 cited
Discrete Latent Structure in Neural Networks
Vlad Niculae, Caio F. Corro, Nikita Nangia +2
Many types of data from fields including natural language processing, computer vision, and bioinformatics, are well represented by discrete, compositional structures such as trees,…
cs.LG2022
Modeling Structure with Undirected Neural Networks
Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
Neural networks are powerful function estimators, leading to their status as a paradigm of choice for modeling structured data. However, unlike other structured representations tha…