ServiceNow Research

João Monteiro

João Monteiro

Research Scientist

Low Data Learning

João is a Research Scientist at ServiceNow Research with interests in devising learning algorithms and models classes that improve out-of-distribution generalization, as well as to define learning procedures that can be applied to multiple different tasks. João obtained a PhD from the Institut National de la Recherche Scientifique in Montreal where he focused on applications of generative modeling and metric learning to voice biometrics settings. His goal was to improve the state-of-the-art in tasks such as speaker verification and spoken language identification, while also improving the robustness of such approaches against spoofing attackers.

  • Machine Learning
  • Text2Code
  • Retrieval
  • Uncertainty Estimation