Qualitative similarities and differences in visual object representations between brains and deep networks G Jacob, RT Pramod, H Katti, SP Arun Nature communications 12 (1), 1872, 2021 | 109 | 2021 |
How the forest interacts with the trees: Multiscale shape integration explains global and local processing G Jacob, SP Arun Journal of Vision 20 (10), 20-20, 2020 | 11 | 2020 |
A naturalistic environment to study visual cognition in unrestrained monkeys G Jacob, H Katti, T Cherian, J Das, KA Zhivago, SP Arun elife 10, e63816, 2021 | 9* | 2021 |
Comparing perception in deep neural networks and humans G Jacob, RT Pramod, H Katti, SP Arun Journal of Vision 18 (10), 900-900, 2018 | 1 | 2018 |
Do monkeys see the way we do? Qualitative similarities and differences between monkey and human perception T Cherian, G Jacob, SP Arun bioRxiv, 2025.01. 30.635614, 2025 | | 2025 |
Brain-like emergent properties in deep networks: impact of network architecture, datasets and training N Rajesh, G Jacob, SP Arun arXiv preprint arXiv:2411.16326, 2024 | | 2024 |
Leveraging archetypal analysis for classifying glaucomatous visual field defects C Opoku-Baah, GC Lee, G Jacob, F Medeiros, A Jammal, N Manivannan Investigative Ophthalmology & Visual Science 65 (7), 1637-1637, 2024 | | 2024 |
Rates of glaucomatous visual field progression in a large Indian cohort R George, G Jacob, R Prasad Investigative Ophthalmology & Visual Science 65 (7), 4798-4798, 2024 | | 2024 |
A consensus approach to train deep learning models to predict glaucoma progression from visual field data G Jacob, R Prasad, GC Lee, C Opoku-Baah, R George Investigative Ophthalmology & Visual Science 65 (7), 4801-4801, 2024 | | 2024 |
Visual homogeneity computations in the brain enable solving generic visual tasks SPA Georgin Jacob, R. T. Pramod eLife, 2024 | | 2024 |
Visual search asymmetries are explained by visual homogeneity G Jacob, SP Arun Journal of Vision 22 (14), 4110-4110, 2022 | | 2022 |
How are visual object representations organized and used to perform tasks ? G Jacob Indian Institute of Science, Bengaluru, 2022 | | 2022 |
Target-absent visual search reveals distinctiveness computations in the brain G Jacob, SP Arun Journal of Vision 21 (9), 2691-2691, 2021 | | 2021 |
Why are target absent searches so systematic? G Jacob, D Gulati, RT Pramod, SP Arun Journal of Vision 20 (11), 1742-1742, 2020 | | 2020 |
Predicting population neural activity in the Algonauts challenge using end-to-end trained Siamese networks and group convolutions G Jacob, H Katti arXiv preprint arXiv:2001.05841, 2020 | | 2020 |
We see the forests before the trees but how do they combine? Shape information combines linearly across multiple scales G Jacob, SP Arun Journal of Vision 17 (10), 1247-1247, 2017 | | 2017 |
Image recovery from partial wavelet coefficients via sparse representation G Jacob, CV Jiji Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and …, 2012 | | 2012 |