| Deep problems with neural network models of human vision JS Bowers, G Malhotra, M Dujmović, ML Montero, C Tsvetkov, V Biscione, ... Behavioral and Brain Sciences 46, e385, 2023 | 99 | 2023 |
| The role of disentanglement in generalisation ML Montero, CJH Ludwig, RP Costa, G Malhotra, J Bowers International Conference on Learning Representations, 2020 | 85 | 2020 |
| On the persistence of structural priming: Mechanisms of decay and influence of word-forms G Malhotra, M Pickering, H Branigan, JA Bednar proceedings of the annual meeting of the cognitive science society 30 (30), 2008 | 78 | 2008 |
| Time-varying decision boundaries: insights from optimality analysis G Malhotra, DS Leslie, CJH Ludwig, R Bogacz Psychonomic bulletin & review 25, 971-996, 2018 | 76 | 2018 |
| Increasing compliance with low tidal volume ventilation in the ICU with two nudge-based interventions: evaluation through intervention time-series analyses CP Bourdeaux, MJC Thomas, TH Gould, G Malhotra, A Jarvstad, T Jones, ... BMJ open 6 (5), e010129, 2016 | 71 | 2016 |
| Overcoming indecision by changing the decision boundary. G Malhotra, DS Leslie, CJH Ludwig, R Bogacz Journal of Experimental Psychology: General 146 (6), 776, 2017 | 61 | 2017 |
| What do adversarial images tell us about human vision? M Dujmović, G Malhotra, JS Bowers Elife 9, e55978, 2020 | 46 | 2020 |
| Hiding a plane with a pixel: examining shape-bias in CNNs and the benefit of building in biological constraints G Malhotra, BD Evans, JS Bowers Vision Research 174, 57-68, 2020 | 43 | 2020 |
| Role of content in solving the binding problem in working memory G Malhotra Doctoral dissertation, University of Edinburgh School of Informatics …, 2003 | 25 | 2003 |
| Biological convolutions improve DNN robustness to noise and generalisation BD Evans, G Malhotra, JS Bowers Neural Networks 148, 96-110, 2022 | 23 | 2022 |
| Feature blindness: A challenge for understanding and modelling visual object recognition G Malhotra, M Dujmović, JS Bowers PLOS Computational Biology 18 (5), e1009572, 2022 | 20 | 2022 |
| Dynamics of structural priming G Malhotra | 20 | 2009 |
| Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation M Montero, J Bowers, R Ponte Costa, C Ludwig, G Malhotra Advances in Neural Information Processing Systems 35, 10136-10149, 2022 | 13 | 2022 |
| Some pitfalls of measuring representational similarity using Representational Similarity Analysis M Dujmović, JS Bowers, F Adolfi, G Malhotra bioRxiv, 2022.04. 05.487135, 2022 | 13 | 2022 |
| On the importance of severely testing deep learning models of cognition JS Bowers, G Malhotra, F Adolfi, M Dujmović, ML Montero, V Biscione, ... Cognitive Systems Research 82, 101158, 2023 | 11 | 2023 |
| Lost in latent space: Disentangled models and the challenge of combinatorial generalisation ML Montero, JS Bowers, RP Costa, CJH Ludwig, G Malhotra arXiv preprint arXiv:2204.02283, 2022 | 11 | 2022 |
| Human shape representations are not an emergent property of learning to classify objects. G Malhotra, M Dujmović, J Hummel, JS Bowers Journal of Experimental Psychology: General, 2023 | 7 | 2023 |
| What a difference a pixel makes: An empirical examination of features used by CNNs for categorisation G Malhotra, J Bowers | 6 | 2018 |
| Reinforcement learning under uncertainty: expected versus unexpected uncertainty and state versus reward uncertainty A Ez-Zizi, S Farrell, D Leslie, G Malhotra, CJH Ludwig Computational Brain & Behavior 6 (4), 626-650, 2023 | 5 | 2023 |
| The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data C Tsvetkov, G Malhotra, BD Evans, JS Bowers Neural Networks 161, 515-524, 2023 | 5 | 2023 |
