| Convit: Improving vision transformers with soft convolutional inductive biases S d’Ascoli, H Touvron, ML Leavitt, AS Morcos, G Biroli, L Sagun International Conference on Machine Learning, 2286-2296, 2021 | 573 | 2021 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 450 | 2022 |
| Sustained activity encoding working memories: not fully distributed ML Leavitt, D Mendoza-Halliday, JC Martinez-Trujillo Trends in Neurosciences 40 (6), 328-346, 2017 | 163 | 2017 |
| Correlated variability modifies working memory fidelity in primate prefrontal neuronal ensembles ML Leavitt, F Pieper, AJ Sachs, JC Martinez-Trujillo Proceedings of the National Academy of Sciences 114 (12), E2494-E2503, 2017 | 94 | 2017 |
| Vissl P Goyal, Q Duval, J Reizenstein, M Leavitt, M Xu, B Lefaudeux, M Singh, ... Np, 2021 | 66 | 2021 |
| Towards falsifiable interpretability research ML Leavitt, A Morcos arXiv preprint arXiv:2010.12016, 2020 | 61 | 2020 |
| Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs ML Leavitt, A Morcos arXiv preprint arXiv:2003.01262, 2020 | 44 | 2020 |
| A quadrantic bias in prefrontal representation of visual-mnemonic space ML Leavitt, F Pieper, AJ Sachs, JC Martinez-Trujillo Cerebral Cortex 28 (7), 2405-2421, 2018 | 35 | 2018 |
| Structure of spike count correlations reveals functional interactions between neurons in dorsolateral prefrontal cortex area 8a of behaving primates ML Leavitt, F Pieper, A Sachs, R Joober, JC Martinez-Trujillo PloS one 8 (4), e61503, 2013 | 33 | 2013 |
| Single-trial decoding of intended eye movement goals from lateral prefrontal cortex neural ensembles CB Boulay, F Pieper, M Leavitt, J Martinez-Trujillo, AJ Sachs Journal of neurophysiology 115 (1), 486-499, 2016 | 20 | 2016 |
| Linking average-and worst-case perturbation robustness via class selectivity and dimensionality ML Leavitt, A Morcos arXiv preprint arXiv:2010.07693, 2020 | 9* | 2020 |
| A normalization circuit underlying coding of spatial attention in primate lateral prefrontal cortex L Duong, M Leavitt, F Pieper, A Sachs, J Martinez-Trujillo eneuro 6 (2), 2019 | 9 | 2019 |
| Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation C Blakeney, JZ Forde, J Frankle, Z Zong, ML Leavitt arXiv preprint arXiv:2211.00683, 2022 | 4 | 2022 |
| Dynamic Masking Rate Schedules for MLM Pretraining Z Ankner, N Saphra, D Blalock, J Frankle, ML Leavitt arXiv preprint arXiv:2305.15096, 2023 | 2 | 2023 |
| Knowledge Distillation for Efficient Sequences of Training Runs X Liu, A Leonardi, L Yu, C Gilmer-Hill, M Leavitt, J Frankle arXiv preprint arXiv:2303.06480, 2023 | 2 | 2023 |
| Composer: A PyTorch Library for Efficient Neural Network Training H Tang, R Rahman, M Patel, M Nadeem, A Venigalla, L Seguin, ... https://github.com/mosaicml/composer, 2021 | 2 | 2021 |
| Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs A Chen, R Schwartz-Ziv, K Cho, ML Leavitt, N Saphra arXiv preprint arXiv:2309.07311, 2023 | 1 | 2023 |
| On the special role of class-selective neurons in early training O Ranadive, N Thakurdesai, AS Morcos, M Leavitt, S Deny arXiv preprint arXiv:2305.17409, 2023 | 1 | 2023 |
| Neuronal activation sequences in lateral prefrontal cortex encode visuospatial working memory during virtual navigation J Martinez-Trujillo, A Busch, M Roussy, R Luna, M Leavitt, M Mofrad, ... | | 2023 |
| Importance of Class Selectivity in Early Epochs of Training O Ranadive, N Thakurdesai, ML Leavitt, S Deny | | 2022 |
Julio Martinez-TrujilloWestern University, Robarts Research InstituteVerified email at robarts.ca
