| 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 | 223 | 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 | 89 | 2016 |
| 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 | 66 | 2021 |
| Learning as the unsupervised alignment of conceptual systems BD Roads, BC Love Nature Machine Intelligence 2, 76-82, 2020 | 56 | 2020 |
| 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 | 55 | 2023 |
| Using highlighting to train attentional expertise BD Roads, MC Mozer, TA Busey PloS one 11 (1), e0146266, 2016 | 30 | 2016 |
| Obtaining psychological embeddings through joint kernel and metric learning BD Roads, MC Mozer Behavior Research Methods, 2019 | 29 | 2019 |
| 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, 1-13, 2018 | 25 | 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 | 24 | 2021 |
| Modeling similarity and psychological space BD Roads, BC Love Annual Review of Psychology 75 (1), 215-240, 2024 | 20 | 2024 |
| Transforming neural network visual representations to predict human judgments of similarity M Attarian, BD Roads, MC Mozer arXiv preprint arXiv:2010.06512, 2020 | 20 | 2020 |
| Improving human‐machine cooperative classification via cognitive theories of similarity BD Roads, MC Mozer Cognitive science 41 (5), 1394-1411, 2017 | 19 | 2017 |
| System alignment supports cross-domain learning and zero-shot generalisation K Aho, BD Roads, BC Love Cognition 227, 105200, 2022 | 12 | 2022 |
| Predicting the ease of human category learning using radial basis function networks BD Roads, MC Mozer Neural Computation 33 (2), 376-397, 2021 | 10 | 2021 |
| Thalamocortical architectures for flexible cognition and efficient learning DN Scott, A Mukherjee, MR Nassar, MM Halassa Trends in Cognitive Sciences, 2024 | 5* | 2024 |
| Similarity as a Window on the Dimensions of Object Representation BC Love, BD Roads Trends in Cognitive Sciences 25 (2), 94-96, 2021 | 4 | 2021 |
| The Dimensions of dimensionality BD Roads, BC Love Trends in Cognitive Sciences 28 (12), 1118-1131, 2024 | 3 | 2024 |
| Signatures of cross-modal alignment in children’s early concepts K Aho, BD Roads, BC Love Proceedings of the National Academy of Sciences 120 (42), e2309688120, 2023 | 2 | 2023 |
| Understanding top-down attention using task-oriented ablation design FB Smith, BD Roads, X Luo, BC Love arXiv preprint arXiv:2106.11339, 2021 | 2 | 2021 |
| Accelerating Human Visual Concept Learning and Boosting Performance via Computational Models of Perception and Cognition. BD Roads ProQuest LLC, 2017 | 2 | 2017 |
Bradley C. LoveProfessor of Cognitive and Decision Sciences, University College LondonVerified email at ucl.ac.uk
