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Mariya Popova

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

most citedMolecularRNN: Generating realistic molecular graphs with optimized properties

56 citations · 56 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CL2019

Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model

Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg

In this work, we introduce a simple yet efficient post-processing model for automatic speech recognition (ASR). Our model has Transformer-based encoder-decoder architecture which "…

cs.LG2019

NeMo: a toolkit for building AI applications using Neural Modules

Oleksii Kuchaiev, Jason Li, Huyen Nguyen +11

NeMo (Neural Modules) is a Python framework-agnostic toolkit for creating AI applications through re-usability, abstraction, and composition. NeMo is built around neural modules, c…

cs.LG2019★ 56 cited

MolecularRNN: Generating realistic molecular graphs with optimized properties

Mariya Popova, Mykhailo Shvets, Junier Oliva +1

Designing new molecules with a set of predefined properties is a core problem in modern drug discovery and development. There is a growing need for de-novo design methods that woul…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.