Generating Triples With Adversarial Networks for Scene Graph Construction. - Matthew Klawonn; Eric Heim (AAAI, 2018)

Exploiting Class Learnability in Noisy Data. - Matthew Klawonn; Eric Heim; James A. Hendler (AAAI, 2019)

Combining supervised machine learning and structured knowledge for difficult perceptual tasks. - Matthew Klawonn (2019)

Modeling Model Predictive Control: A Category Theoretic Framework for Multistage Control Problems. - Tyler Hanks; Baike She; Evan Patterson; Matthew Hale 001; Matthew Klawonn; James P. Fairbanks (ACC, 2024)

Dataset Infant Anonymization with Pose and Emotion Retention. - Mason Lary; Matthew Klawonn; Daniel S. Messinger; Ifeoma Nwogu (FG, 2024)

Generalized Gradient Descent is a Hypergraph Functor. - Tyler Hanks; Matthew Klawonn; James P. Fairbanks (CoRR, 2024)

Learning Diagrams: A Graphical Language for Compositional Training Regimes. - Mason Lary; Richard Samuelson; Alexander Wilentz; Alina Zare; Matthew Klawonn; James P. Fairbanks (ICLR, 2025)

DiagrammaticLearning: A Graphical Language for Compositional Training Regimes. - Mason Lary; Richard Samuelson; Alexander Wilentz; Alina Zare; Matthew Klawonn; James P. Fairbanks (CoRR, 2025)