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Brett David Roads
Brett David Roads
Postdoctoral Research Associate, University College London
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
1382017
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
622016
Using highlighting to train attentional expertise
BD Roads, MC Mozer, TA Busey
PloS one 11 (1), e0146266, 2016
252016
Learning as the unsupervised alignment of conceptual systems
BD Roads, BC Love
Nature Machine Intelligence 2, 76-82, 2020
242020
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
182021
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
162018
Improving Human‐Machine Cooperative Classification Via Cognitive Theories of Similarity
BD Roads, MC Mozer
Cognitive science 41 (5), 1394-1411, 2017
142017
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
132021
Obtaining psychological embeddings through joint kernel and metric learning
BD Roads, MC Mozer
Behavior Research Methods, 2019
132019
A Too-Good-to-be-True Prior to Reduce Shortcut Reliance
N Dagaev, BD Roads, X Luo, DN Barry, KR Patil, BC Love
arXiv preprint arXiv:2102.06406, 2021
122021
Transforming Neural Network Visual Representations to Predict Human Judgments of Similarity
M Attarian, BD Roads, MC Mozer
arXiv preprint arXiv:2010.06512, 2020
52020
Predicting the ease of human category learning using radial basis function networks
BD Roads, MC Mozer
Neural Computation 33 (2), 376-397, 2021
42021
Similarity as a Window on the Dimensions of Object Representation
BC Love, BD Roads
Trends in Cognitive Sciences 25 (2), 94-96, 2021
12021
Improving Categorization Training with Structure-Sensitive Scheduling
B Roads, M Mozer
Journal of Vision 16 (12), 402-402, 2016
12016
System alignment supports cross-domain learning and zero-shot generalisation
K Aho, BD Roads, BC Love
Cognition 227, 105200, 2022
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
2022
Understanding top-down attention using task-oriented ablation design
FB Smith, BD Roads, X Luo, BC Love
arXiv preprint arXiv:2106.11339, 2021
2021
Understanding top-down attention using task-oriented ablation design
F Bickford Smith, BD Roads, X Luo, BC Love
arXiv e-prints, arXiv: 2106.11339, 2021
2021
The perceptual boost of visual attention is task-dependent in naturalistic settings
FB Smith, X Luo, BD Roads, BC Love
arXiv preprint arXiv:2003.00882, 2020
2020
The perceptual boost of visual attention is task-dependent in naturalistic settings
F Bickford Smith, X Luo, BD Roads, BC Love
arXiv e-prints, arXiv: 2003.00882, 2020
2020
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