Brett Roads

According to our database, Brett Roads authored at least 12 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A too-good-to-be-true prior to reduce shortcut reliance.

Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love

Pattern Recognit. Lett., February, 2023

2021

Predicting the Ease of Human Category Learning Using Radial Basis Function Networks.

Brett D. Roads, Michael C. Mozer

Neural Comput., 2021

Understanding top-down attention using task-oriented ablation design.

Freddie Bickford Smith, Brett D. Roads, Xiaoliang Luo, Bradley C. Love

CoRR, 2021

Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings.

Brett D. Roads, Bradley C. Love

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning as the unsupervised alignment of conceptual systems.

Brett D. Roads, Bradley C. Love

Nat. Mach. Intell., 2020

Transforming Neural Network Visual Representations to Predict Human Judgments of Similarity.

Maria Attarian, Brett D. Roads, Michael C. Mozer

CoRR, 2020

The perceptual boost of visual attention is task-dependent in naturalistic settings.

Freddie Bickford Smith, Xiaoliang Luo, Brett D. Roads, Bradley C. Love

CoRR, 2020

The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks.

Xiaoliang Luo, Brett D. Roads, Bradley C. Love

CoRR, 2020

2017

Improving Human-Machine Cooperative Classification Via Cognitive Theories of Similarity.

Brett D. Roads, Michael C. Mozer

Cogn. Sci., 2017

Learning to generate images with perceptual similarity metrics.

Jake Snell, Karl Ridgeway, Renjie Liao, Brett D. Roads, Michael C. Mozer, Richard S. Zemel

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

Designing Engaging Games Using Bayesian Optimization.

Mohammad Khajah, Brett D. Roads, Robert V. Lindsey, Yun-En Liu, Michael C. Mozer

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Learning to generate images with perceptual similarity metrics.

Karl Ridgeway, Jake Snell, Brett Roads, Richard S. Zemel, Michael C. Mozer

CoRR, 2015