Brett David Roads
Brett David Roads
Postdoctoral Research Associate, University College London
Verified email at - Homepage
Cited by
Cited by
Learning to generate images with perceptual similarity metrics
J Snell, K Ridgeway, R Liao, BD Roads, MC Mozer, RS Zemel
2017 IEEE International Conference on Image Processing (ICIP), 4277-4281, 2017
Designing engaging games using Bayesian optimization
MM Khajah, BD Roads, RV Lindsey, YE Liu, MC Mozer
Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016
Learning as the unsupervised alignment of conceptual systems
BD Roads, BC Love
Nature Machine Intelligence 2, 76-82, 2020
Enriching imagenet with human similarity judgments and psychological embeddings
BD Roads, BC Love
Proceedings of the ieee/cvf conference on computer vision and pattern …, 2021
Using highlighting to train attentional expertise
BD Roads, MC Mozer, TA Busey
PloS one 11 (1), e0146266, 2016
A too-good-to-be-true prior to reduce shortcut reliance
N Dagaev, BD Roads, X Luo, DN Barry, KR Patil, BC Love
Pattern Recognition Letters 166, 164-171, 2023
The easy-to-hard training advantage with real-world medical images
BD Roads, B Xu, JK Robinson, JW Tanaka
Cognitive Research: Principles and Implications 3 (1), 1-13, 2018
The costs and benefits of goal-directed attention in deep convolutional neural networks
X Luo, BD Roads, BC Love
Computational Brain & Behavior 4 (2), 213-230, 2021
Obtaining psychological embeddings through joint kernel and metric learning
BD Roads, MC Mozer
Behavior Research Methods, 2019
Improving human‐machine cooperative classification via cognitive theories of similarity
BD Roads, MC Mozer
Cognitive science 41 (5), 1394-1411, 2017
Transforming neural network visual representations to predict human judgments of similarity
M Attarian, BD Roads, MC Mozer
arXiv preprint arXiv:2010.06512, 2020
Predicting the ease of human category learning using radial basis function networks
BD Roads, MC Mozer
Neural Computation 33 (2), 376-397, 2021
Similarity as a Window on the Dimensions of Object Representation
BC Love, BD Roads
Trends in Cognitive Sciences 25 (2), 94-96, 2021
Signatures of cross-modal alignment in children's early concepts
K Aho, B Roads, BC Love
PsyArXiv, 2023
System alignment supports cross-domain learning and zero-shot generalisation
K Aho, BD Roads, BC Love
Cognition 227, 105200, 2022
Teaching categories to human semi-supervised learners
F Bröker, B Roads, P Dayan, B Love
5th Multidisciplinary Conference on Reinforcement Learning and Decision …, 2022
Accelerating Human Visual Concept Learning and Boosting Performance via Computational Models of Perception and Cognition.
BD Roads
ProQuest LLC, 2017
Improving categorization training with structure-sensitive scheduling
B Roads, M Mozer
Journal of Vision 16 (12), 402-402, 2016
A controller-peripheral architecture and costly energy principle for learning
X Luo, RM Mok, BD Roads, BC Love
bioRxiv, 2023.01. 16.524194, 2023
Understanding top-down attention using task-oriented ablation design
FB Smith, BD Roads, X Luo, BC Love
arXiv preprint arXiv:2106.11339, 2021
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