Skip connections eliminate singularities AE Orhan, X Pitkow International Conference on Learning Representations, 2018 | 343* | 2018 |
A diverse range of factors affect the nature of neural representations underlying short-term memory AE Orhan, WJ Ma Nature Neuroscience 22 (2), 275, 2019 | 129 | 2019 |
Self-supervised learning through the eyes of a child AE Orhan, VV Gupta, BM Lake Advances in Neural Information Processing Systems 33, 2020 | 112 | 2020 |
A probabilistic clustering theory of the organization of visual short-term memory. AE Orhan, RA Jacobs Psychological Review 120 (2), 297, 2013 | 100 | 2013 |
Efficient probabilistic inference in generic neural networks trained with non-probabilistic feedback AE Orhan, WJ Ma Nature Communications 8 (1), 1-14, 2017 | 83 | 2017 |
The adaptive nature of visual working memory AE Orhan, CR Sims, RA Jacobs, DC Knill Current Directions in Psychological Science 23 (3), 164-170, 2014 | 81 | 2014 |
Robustness properties of Facebook's ResNeXt WSL models AE Orhan arXiv preprint arXiv:1907.07640, 2019 | 41 | 2019 |
Neural population coding of multiple stimuli AE Orhan, WJ Ma Journal of Neuroscience 35 (9), 3825-3841, 2015 | 41 | 2015 |
Toward ecologically realistic theories in visual short-term memory research AE Orhan, RA Jacobs Attention, Perception, & Psychophysics 76, 2158-2170, 2014 | 39 | 2014 |
Particle filtering E Orhan Center for Neural Science, University of Rochester, Rochester, NY 8 (11), 2012 | 39* | 2012 |
Grounded language acquisition through the eyes and ears of a single child WK Vong, W Wang, AE Orhan, BM Lake Science 383 (6682), 504-511, 2024 | 33 | 2024 |
A simple cache model for image recognition AE Orhan Advances in Neural Information Processing Systems 31, 2018 | 30 | 2018 |
Are performance limitations in visual short-term memory tasks due to capacity limitations or model mismatch? AE Orhan, RA Jacobs arXiv preprint arXiv:1407.0644, 2014 | 18* | 2014 |
Learning high-level visual representations from a child’s perspective without strong inductive biases AE Orhan, BM Lake Nature Machine Intelligence 6 (3), 271-283, 2024 | 16* | 2024 |
Improved memory in recurrent neural networks with sequential non-normal dynamics AE Orhan, X Pitkow International Conference on Learning Representations, 2020 | 16 | 2020 |
How much human-like visual experience do current self-supervised learning algorithms need in order to achieve human-level object recognition? AE Orhan arXiv preprint arXiv:2109.11523, 2021 | 7 | 2021 |
Cross-situational Word Learning from Naturalistic Headcam Data WK Vong, E Orhan, B Lake CUNY 2021, 2021 | 6 | 2021 |
Visual learning with reliable and unreliable features AE Orhan, MM Michel, RA Jacobs Journal of Vision 10 (2), 2-2, 2010 | 6 | 2010 |
Compositional generalization in semantic parsing with pretrained transformers AE Orhan arXiv preprint arXiv:2109.15101, 2021 | 5 | 2021 |
The hopfield model E Orhan Technical report, NYU, 2014 | 5 | 2014 |