Dr Gaurav Malhotra

MSc(Edin.), PhD(Edin.)

  • BS8 1TU

20162020

Research output per year

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Research Output

  • 5 Article (Academic Journal)
  • 4 Conference Contribution (Conference Proceeding)
  • 1 Conference Poster
  • 1 Comment/debate (Academic Journal)
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Conference Contribution (Conference Proceeding)
2020

Adding Biological Constraints to Deep Neural Networks Reduces their Capacity to Learn Unstructured Data

Tsvetkov, C. I., Malhotra, G., Evans, B. D. & Bowers, J. S., 2020, Proceedings of the 42nd Annual Conference of the Cognitive Science Society 2020. Toronto, Canada, p. 2358-2364

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
2019

Adding biological constraints to CNNs makes image classification more human-like and robust

Malhotra, G., Evans, B. D. & Bowers, J. S., Sep 2019, 2019 Conference on Cognitive Computational Neuroscience, 13-16 September 2019, Berlin, Germany. p. 256 259 p. PS-1B.49

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access

Humans Cannot Decipher Adversarial Images: Revisiting Zhou and Firestone

Dujmovic, M., Malhotra, G. & Bowers, J. S., 2019, Proceedings of the 2019 Conference on Cognitive Computational Neuroscience.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access

The Contrasting Roles of Shape in Human Vision and Convolutional Neural Networks

Malhotra, G. & Bowers, J. S., 24 Jul 2019, Proceedings of the 41st Annual Conference of the Cognitive Science Society: CogSci 2019. Goel, A. K., Seifert, C. M. & Freksa, C. (eds.).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access