Objectnet: A large-scale bias-controlled dataset for pushing the limits of object recognition models A Barbu, D Mayo, J Alverio, W Luo, C Wang, D Gutfreund, J Tenenbaum, ... NeurIPS 2019, 2019 | 568 | 2019 |
Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex C Conwell, D Mayo, MA Buice, B Katz, GA Alvarez, A Barbu NeurIPS 2021, 2021 | 24 | 2021 |
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation B Wang, D Mayo, A Deza, A Barbu, C Conwell SVRHM 2021 Workshop@ NeurIPS, 2021 | 10 | 2021 |
How hard are computer vision datasets? Calibrating dataset difficulty to viewing time D Mayo, J Cummings, X Lin, D Gutfreund, B Katz, A Barbu NeurIPS 2023, 2023 | 5 | 2023 |
Eva: Exploratory learning with virtual companions sharing attention and context SW Greenwald, M Funk, L Loreti, D Mayo, P Maes 2016 IEEE 16th International Conference on Advanced Learning Technologies …, 2016 | 5 | 2016 |
Multitask Learning Via Interleaving: A Neural Network Investigation D Mayo, TR Scott, M Ren, G Elsayed, K Hermann, M Jones, M Mozer Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), 2023 | 4 | 2023 |
Learning in temporally structured environments M Jones, TR Scott, M Ren, G ElSayed, K Hermann, D Mayo, M Mozer | 3 | 2023 |
Developing a Series of AI Challenges for the United States Department of the Air Force V Gadepally, G Angelides, A Barbu, A Bowne, LJ Brattain, T Broderick, ... 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2022 | 1 | 2022 |
Neural network online training with sensitivity to multiscale temporal structure M Jones, T Scott, G ElSayed, M Ren, K Hermann, D Mayo, MC Mozer NeurIPS workshop on Memory in Artificial and Real Intelligence (MemARI), 2022 | 1 | 2022 |
Image recognition time for humans predicts adversarial vulnerability for models D Mayo, J Cummings, X Lin, B Katz, A Barbu ML Safety 2022 Workshop@ NeurIPS, 2022 | | 2022 |
Workshop version: How hard are computer vision datasets? Calibrating dataset difficulty to viewing time D Mayo, J Cummings, X Lin, D Gutfreund, B Katz, A Barbu SVRHM 2022 Workshop@ NeurIPS, 2022 | | 2022 |
Growing ObjectNet: Adding speech, VQA, occlusion, and measuring dataset difficulty D Mayo, D Lu, C Zhang, J Cummings, X Lin, B Katz, JR Glass, A Barbu ICML 2022 Shift Happens Workshop, 2022 | | 2022 |
Understanding object recognition performance at scale in machines and humans DI Mayo Massachusetts Institute of Technology, 2019 | | 2019 |