Preprints under review
Jacob, G., Pramod, R. T., & Arun, S. P. (2022). Visual homogeneity computations in the brain enable solving generic visual tasks. bioRxiv
Peer-Reviewed Journals
Jacob, G., Katti, H., Cherian, T., Das, J., Zhivago, K. A., & Arun, S. P. (2021). A naturalistic environment to study visual cognition in unrestrained monkeys. Elife, 10, e63816 (Data|Tweet Summary). Media Coverage: (Times of India|Bangalore Mirror).
Jacob, G., Pramod, R. T., Katti, H., & Arun, S. P. (2021). Qualitative similarities and differences in visual object representations between brains and deep networks. Nature Communication, 12, 1872. (Data|Tweet Summary). Media Coverage: (Hindu|Times of India|Indian Express).
Jacob, G., & Arun, S. P. (2020). How the forest interacts with the trees: Multiscale shape integration explains global and local processing. Journal of Vision, 20(10), 20-20. (Data|Tweet Summary)
Conference Proceedings
Jacob, G., & Jiji, C. V. (2012, December). Image recovery from partial wavelet coefficients via sparse representation. In Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing (p. 63). ACM.
Thesis
Jacob, G. (2021) How are visual object representations organized and used to perform tasks?. PhD thesis, Electrical Communication Engineering, Indian Institute of Science, Bangalore.
Conferences Abstracts
Jacob, G., Arun, S. P. (2022). Visual search asymmetries are explained by visual homogeneity. VSS 2022. (Talk)
Jacob, G., Arun, S. P. (2021). Evidence of distinctiveness computations in human brain revealed by target-absent searches. V-VSS 2021. (Poster) (Walk-Through)
Jacob, G., Gulati, D., Pramod, R. T., & Arun, S. P. (2020). Why are target absent searches so systematic?. Journal of Vision, 20(11), 1742-1742. (Talk)
Jacob, G., Pramod, R. T., Katti, H., & Arun, S. P. (2020). Do deep network see the way we do? From Neuroscience to Artificially Intelligent System, CSHL.
Jacob, G., & Arun, S. P. (2019). Multiscale shape integration explains Global and Local processing, ACCS
Jacob, G., Pramod, R. T., Katti, H., & Arun, S. P. (2018). Comparing perception in deep neural networks and humans. Journal of Vision, 18(10), 900-900.
Jacob, G., & Arun, S. P. (2017). Shape relations at multiple scales combine linearly. Brain Modes
Jacob, G., & Arun, S. P. (2017). We see the forests before the trees but how do they combine? Shape information combines linearly across multiple scales. Journal of Vision, 17(10), 1247-1247.
Preprints
Jacob, G., & Katti, H. (2020). Predicting population neural activity in the Algonauts challenge using end-to-end trained Siamese networks and group convolutions. arXiv preprint arXiv:2001.05841. (Data)