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Gowreesh Mago

Ph.D. Student
University of Amsterdam
g.mago@uva.nl


About Me

I am a Ph.D. student at HAVA lab, working under the guidance of Pascal Mettes and Stevan Rudinac. Previously, I was working as a Software Development Engineer at Amazon Prime Video solving streaming anomaly detection at scale. I graduated with an Integrated Master of Technology in Mathematics and Computing in 2023 from IIT(ISM) Dhanbad, where I was supervised by Deepak Gupta for my Master thesis.

Research Interests

News 🔥

Publications

  1. TMLR
    Pushing the Limits of Gradient Descent for Efficient Learning on Large Images
    Deepak Gupta, Gowreesh Mago, Arnav Chavan, Dilip Prasad, Rajat Mani Thomas
    Transactions on Machine Learning Research (TMLR), 2024.
    PDF Code

  2. BEW@ICCV'25
    HierVision: Standardized and Reproducible Hierarchical Sources for Vision Datasets
    Tejaswi Kasarla, Ruthu Hulikal Rooparaghunath, Stefano D'Arrigo, Gowreesh Mago, Abhishek Jha, Melika Ayoughi, Swasti Shreya Mishra, Ana Manzano RodrĂ­guez, Teng Long, Mina Ghadimi Atigh, Max van Spengler, Pascal Mettes
    International Conference on Computer Vision (ICCV) Beyond Euclidean Workshop (BEW), 2025.
    PDF

  3. Looking Beyond the Obvious: A Survey on Abstract Concept Recognition for Video Understanding
    Gowreesh Mago, Pascal Mettes, Stevan Rudinac
    arXiv
    PDF

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