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OanaIgnat/README.md

Hey, welcome 👋

👩‍🏫 I will join Santa Clara University CSE as an Assistant Professor in September 2024! I'm looking for nice, curious, and determined students, who are motivated to learn, grow, and make the world better!

🎓 I am currently 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

Pinned

  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

    7

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

    Probe Vision-Language Models

    Python 4

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

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

    Jupyter Notebook 8 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