Anastasiia Filippova

Anastasiia Filippova

Master student, Artificial Intelligence and Natural Science

Ecole polytechnique Fédérale de Lausanne

Mackenzie Mathis Lab

I am a MS student at Ecole polytechnique fédérale de Lausanne. Also, I am a research assistant at Adaptive Motor Control Lab headed by Mackenzie Mathis.

Currently, I am working on extensions for CEBRA, led by Steffen Schneider. Also, I am improving the generalisation ability of pose estimation models in DeepLabCut with Shaokai Ye.

I pursued my BSc degree in Applied Mathematics and Physics at Moscow Institute of Physics and Technology. During my undergraduate studies, I worked in the Machine Intelligence Lab as AI Researcher. As a member of the Computer Vision and Signal Processing team, I conducted research and helped big technical companies to build and deploy AI models on wearable devices.

My research endeavor is to build models and algorithms for learning data-type invariant features and relations. To be more specific, I am interested in self-supervised learning for behaviour understanding. More details about my experience in my resume.

  • Artificial Intelligence
  • Signal Processing
  • Natural Science
  • Self-Supervised Learning
  • Natural Language Processing
  • MSc in Data Science, 2021 - 2023 (expected)

    Ecole polytechnique fédérale de Lausanne

  • BSc in Applied Math and Physics, 2017 - 2021

    Moscow Institute of Physics and Technology

Publications and News

(2022). iEval: Interactive Evaluation Framework for Open-Domain Empathetic Chatbots. In Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue.

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(2022). SuperAnimal models pretrained for plug-and-play analysis of animal behavior.

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