2024
Gradient-guided discrete walk-jump sampling for biological sequence generation.
Trans. Mach. Learn. Res., 2024

Masked Generative Priors Improve World Models Sequence Modelling Capabilities.
CoRR, 2024

Evolution Guided Generative Flow Networks.
CoRR, 2024

2023
Probabilistic Generative Modeling for Procedural Roundabout Generation for Developing Countries.
CoRR, 2023

Procedural Generation of Complex Roundabouts for Autonomous Vehicle Testing.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

PedGrid - A Simple Yet Expressive Simulation Environment for Pedestrian Behavior Modeling.
Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023