Publications

Chen, W. T. (2020). Accelerating the Training of Convolutional Neural Networks for Image Segmentation with Deep Active Learning. Waterloo. Retrieved from https://uwspace.uwaterloo.ca/handle/10012/15537 (Original work published 2020)

Jhunjhunwala, A. ., Lee, J. ., Sedwards, S. ., Abdelzad, V. ., & Czarnecki, K. . (2020). Improved Policy Extraction via Online Q-Value Distillation. Improved Policy Extraction via Online Q-Value Distillation. Presented at the. Glasgow: IEEE.

Vernekar, S. ., Gaurav, A. ., Abdelzad, V. ., Denouden, T. ., Salay, R. ., & Czarnecki, K. . (2019). Out-of-distribution Detection in Classifiers via Generation. Out-of-Distribution Detection in Classifiers via Generation. Presented at the. https://sites.google.com/view/neurips19-safe-robust-workshop. Retrieved from https://drive.google.com/file/d/0B3mY6u_lryzdel9WOW1XTVA0aDIwazJDcG9ORlZrZWFOd0xJ/view (Original work published 2019)

Kothig, A. ., Ilievski, M. ., Grasse, L. ., Rea, F. ., & Tata, M. . (2019). A Bayesian System for Noise-Robust Binaural Sound Localisation for Humanoid Robots. A Bayesian System for Noise-Robust Binaural Sound Localisation for Humanoid Robots. Presented at the. IEEE. https://doi.org/10.1109/ROSE.2019.8790411 (Original work published 2019)

Dillen, N. . (2019). Passenger Response to Driving Style in an Autonomous Vehicle. Waterloo. Retrieved from https://uwspace.uwaterloo.ca/handle/10012/15114 (Original work published 2019)

Lee, J. ., Balakrishnan, A. ., Gaurav, A. ., Czarnecki, K. ., & Sedwards, S. . (2019). WiseMove: A Framework to Investigate Safe Reinforcement Learning for Autonomous Driving. Glasgow, Scotland: Springer.

Phan, B. T. (2019). Bayesian Deep Learning and Uncertainty in Computer Vision. Waterloo. Retrieved from http://hdl.handle.net/10012/15056 (Original work published 2019)

Khan, S. ., Phan, B. T., Salay, R. ., & Czarnecki, K. . (2019). ProcSy: Procedural Synthetic Dataset Generation Towards Influence Factor Studies Of Semantic Segmentation Networks. ProcSy: Procedural Synthetic Dataset Generation Towards Influence Factor Studies Of Semantic Segmentation Networks. Presented at the. Long Beach, California, USA: IEEE. Retrieved from https://bit.ly/2G3MA1P (Original work published 2019)

Phan, B. T., Khan, S. ., Salay, R. ., & Czarnecki, K. . (2019). Bayesian Uncertainty Quantification with Synthetic Data. Bayesian Uncertainty Quantification With Synthetic Data. Presented at the. Turku, Finland: SAFECOMP. Retrieved from https://www.waise.org/ (Original work published 2019)

Jhunjhunwala, A. . (2019). Policy Extraction via Online Q-Value Distillation. Waterloo. Retrieved from https://uwspace.uwaterloo.ca/handle/10012/14963 (Original work published 2019)