Brett D. Roads

Postdoctoral Research Associate
Department of Experimental Psychology
University College London

Know Thyself

Publications

2018
Roads, B. D., & Mozer, M. C. (in preparation). Using human-surrogate models to optimize training sequences during visual category training.
Roads, B. D., & Mozer, M. C. (in preparation). Using enriched training environments for visual category training.
Roads, B. D., & Mozer, M. C. (in preparation). Predicting the Difficulty of Human Category Learning Using Exemplar-Based Neural Networks.
Roads, B. D., & Mozer, M. C. (in preparation). Obtaining psychological embeddings through joint kernel and metric learning.
Roads, B. D., Xu, B., Robinson, J. K., & Tanaka, J. W. (2018). The easy-to-hard training advantage with real-world medical images. Cognitive Research: Principles and Implications, 3(38). doi: 10.1186/s41235-018-0131-6 [ Open Access ]
2017
Snell, J., Ridgeway, K., Liao, R., Roads, B. D., Mozer, M. C., & Zemel, R. S. (2017). Learning to generate images with perceptual similarity metrics. Accepted for publication in IEEE International Conference on Image Processing. arXiv:1511.06409v3
Roads, B. D., & Mozer, M. C. (2017). Improving human-machine cooperative classification via cognitive theories of similarity. Cognitive Science: A Multidisciplinary Journal, 41, 1394-1411. doi: 10.1111/cogs.12400 [ PDF ]
2016
Khajah, M., Roads, B. D., Lindsey, R. V., Liu, Y.-E., & Mozer, M. C. (2016). Designing engaging games using Bayesian optimization. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 5571-5582). New York: ACM. doi: 10.1145/2858036.2858253 [ PDF ]
Roads, B. D., Mozer, M. C., & Busey, T. A. (2016). Using highlighting to train attentional expertise. PLoS ONE, 11(1): e0146266. doi:10.1371/journal.pone.0146266 [ PDF ]

Miscellaneous

Dissertation
Roads, B. D., & Mozer, M. C. (2017). Accelerating human visual concept learning and boosting performance via computational models of perception and cognition. [ PDF ]
Preliminary Exam
Roads, B. D., & Mozer, M. C. (2015). Human-computer cooperation for fine-grained visual categorization. [ PDF ]