All Stories

  1. Clustering augmented self-supervised learning

    Article • November 2022, ACM (Association for Computing Machinery)

    Vipin Kumar

  2. Robust Inverse Framework using Knowledge-guided Self-Supervised Learning

    Article • August 2022, ACM (Association for Computing Machinery)

    Christopher Duffy, Vipin Kumar

  3. Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems

    Article • ACM Computing Surveys, March 2022, ACM (Association for Computing Machinery)

    Vipin Kumar

  4. Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making

    Article • ACM Transactions on Interactive Intelligent Systems, July 2021, ACM (Association for Computing Machinery)

    Dr Craig Knoblock, Christopher Duffy, Maxi Osorio, Scott Peckham, Vipin Kumar

  5. Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

    Article • ACM/IMS Transactions on Data Science, May 2021, ACM (Association for Computing Machinery)

    Vipin Kumar

  6. Personalized Image Retrieval with Sparse Graph Representation Learning

    Article • August 2020, ACM (Association for Computing Machinery)

    Vipin Kumar

  7. Learning with Small Data

    Article • August 2020, ACM (Association for Computing Machinery)

    Vipin Kumar

  8. Spatio-Temporal Data Mining

    Article • ACM Computing Surveys, July 2019, ACM (Association for Computing Machinery)

    Vipin Kumar

  9. Towards Robust and Discriminative Sequential Data Learning

    Article • July 2019, ACM (Association for Computing Machinery)

    Vipin Kumar

  10. Tripoles

    Article • August 2017, ACM (Association for Computing Machinery)

    Vipin Kumar, Saurabh Agrawal Airan

  11. Big Data in Climate

    Article • August 2017, ACM (Association for Computing Machinery)

    Vipin Kumar

  12. Incremental Dual-memory LSTM in Land Cover Prediction

    Article • August 2017, ACM (Association for Computing Machinery)

    Vipin Kumar

  13. Big Data in Climate

    Article • July 2016, ACM (Association for Computing Machinery)

    Vipin Kumar