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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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OanaIgnat/README.md

Hey, welcome 👋

👩‍🏫 I am a Tenure-Track Assistant Professor at Santa Clara University CSE.

🎓 I was a PostDoc in the LIT lab at the University of Michigan, where I also completed my Ph.D. in Computer Science in August 2022.

👯 I'm looking to collaborate on AI4Good ❤️, applying research to real-world settings.

💬 My research lies mainly at the intersection of Computer Vision and Natural Language Processing. I build Machine Learning models and Datasets for Human Action Understanding and many other projects.

My main research projects have been on:

  • 💅 Human Action Understanding
  • 💡 Detecting Inspiration in Social Media
  • 🔎 Analysing OCR performance on Low-resource Languages for improving MT performance

🔭 I've worked as a Research Intern at Meta (FAIR; x2) and Amazon (Prime Video).

📫 Feel free to contact me! oignat@umich.edu

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  1. MichiganNLP/visual_diversity_budget MichiganNLP/visual_diversity_budget Public

    Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost

    8

  2. MichiganNLP/Scalable-VLM-Probing MichiganNLP/Scalable-VLM-Probing Public

    Probe Vision-Language Models

    Python 5 1

  3. MichiganNLP/Reddit-Detect-Inspiration MichiganNLP/Reddit-Detect-Inspiration Public

    Inspirational post ids collected from Reddit using pushift.io and RoBERTa

    Jupyter Notebook 9 1

  4. MichiganNLP/vlog_action_recognition MichiganNLP/vlog_action_recognition Public

    Identifying Visible Actions in Lifestyle Vlogs

    Python 15 3

  5. MichiganNLP/vlog_action_reason MichiganNLP/vlog_action_reason Public

    Identifying reasons for human actions in lifestyle vlogs.

    Python 17 2

  6. MichiganNLP/vlog_action_co-occurrence MichiganNLP/vlog_action_co-occurrence Public

    Human action co-occurrence identification in lifestyle vlogs

    Jupyter Notebook 3