Brett D. Roads

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Similarity Metric

Monte Carlo Sampling

Visual Representations

Convolutional Neural Networks

Top Venues

Nat. Mach. Intell.

Publications

Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love
A too-good-to-be-true prior to reduce shortcut reliance. Pattern Recognit. Lett. 166 (2023)
Brett D. Roads, Michael C. Mozer
Predicting the Ease of Human Category Learning Using Radial Basis Function Networks. Neural Comput. 33 (2) (2021)
Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love
A Too-Good-to-be-True Prior to Reduce Shortcut Reliance. CoRR (2021)
Brett D. Roads, Bradley C. Love
Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings. CVPR (2021)
Freddie Bickford Smith, Brett D. Roads, Xiaoliang Luo, Bradley C. Love
Understanding top-down attention using task-oriented ablation design. CoRR (2021)
Xiaoliang Luo, Brett D. Roads, Bradley C. Love
The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks. CoRR (2020)
Brett D. Roads, Bradley C. Love
Learning as the unsupervised alignment of conceptual systems. Nat. Mach. Intell. 2 (1) (2020)
Freddie Bickford Smith, Xiaoliang Luo, Brett D. Roads, Bradley C. Love
The perceptual boost of visual attention is task-dependent in naturalistic settings. CoRR (2020)
Brett D. Roads, Bradley C. Love
Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings. CoRR (2020)
Maria Attarian, Brett D. Roads, Michael C. Mozer
Transforming Neural Network Visual Representations to Predict Human Judgments of Similarity. CoRR (2020)
Brett D. Roads, Bradley C. Love
Learning as the Unsupervised Alignment of Conceptual Systems. CoRR (2019)
Brett D. Roads, Michael C. Mozer
Improving Human-Machine Cooperative Classification Via Cognitive Theories of Similarity. Cogn. Sci. 41 (5) (2017)
Jake Snell, Karl Ridgeway, Renjie Liao, Brett D. Roads, Michael C. Mozer, Richard S. Zemel
Learning to generate images with perceptual similarity metrics. ICIP (2017)
Mohammad Khajah, Brett D. Roads, Robert V. Lindsey, Yun-En Liu, Michael C. Mozer
Designing Engaging Games Using Bayesian Optimization. CHI (2016)