Modern Constraint Programming Education: Lessons for the Future

no code implementations • 20 Jun 2023 • Tejas Santanam, Pascal Van Hentenryck

This paper details an outlook on modern constraint programming (CP) education through the lens of a CP instructor.

Changes in Commuter Behavior from COVID-19 Lockdowns in the Atlanta Metropolitan Area

no code implementations • 27 Feb 2023 • Tejas Santanam, Anthony Trasatti, Hanyu Zhang, Connor Riley, Pascal Van Hentenryck, Ramayya Krishnan

This paper analyzes the impact of COVID-19 related lockdowns in the Atlanta, Georgia metropolitan area by examining commuter patterns in three periods: prior to, during, and after the pandemic lockdown.

Clustering Word Embeddings

Deep Image Style Transfer from Freeform Text

no code implementations • 13 Dec 2022 • Tejas Santanam, Mengyang Liu, Jiangyue Yu, Zhaodong Yang

The language model returns a closely matching image given a style text and description input, which is then passed to the style transfer model with an input content image to create a final output.

Language Modelling Style Transfer

Public Transit for Special Events: Ridership Prediction and Train Optimization

no code implementations • 9 Jun 2021 • Tejas Santanam, Anthony Trasatti, Pascal Van Hentenryck, Hanyu Zhang

This paper proposes a suite of data-driven techniques that exploit Automated Fare Collection (AFC) data for evaluating, anticipating, and managing the performance of transit systems during recurring congestion peaks due to special events.