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What makes domain generalization hard?


Jun 15, 2022
Spandan Madan, Li You, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman


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Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass


Jan 27, 2022
Giorgia Dellaferrera, Gabriel Kreiman


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On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering


Jan 11, 2022
Ankur Sikarwar, Gabriel Kreiman


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One Thing to Fool them All: Generating Interpretable, Universal, and Physically-Realizable Adversarial Features


Oct 11, 2021
Stephen Casper, Max Nadeau, Gabriel Kreiman

* Code is available at: https://github.com/thestephencasper/feature_fool 

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Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases


Jun 05, 2021
Shashi Kant Gupta, Mengmi Zhang, Chia-Chien Wu, Jeremy M. Wolfe, Gabriel Kreiman


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What can human minimal videos tell us about dynamic recognition models?


Apr 19, 2021
Guy Ben-Yosef, Gabriel Kreiman, Shimon Ullman

* Published as a workshop paper at Bridging AI and Cognitive Science (ICLR 2020). Extended paper was published at Cognition 

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Hypothesis-driven Stream Learning with Augmented Memory


Apr 07, 2021
Mengmi Zhang, Rohil Badkundri, Morgan B. Talbot, Gabriel Kreiman


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When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes


Apr 06, 2021
Philipp Bomatter, Mengmi Zhang, Dimitar Karev, Spandan Madan, Claire Tseng, Gabriel Kreiman


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Look Twice: A Computational Model of Return Fixations across Tasks and Species


Jan 05, 2021
Mengmi Zhang, Will Xiao, Olivia Rose, Katarina Bendtz, Margaret Livingstone, Carlos Ponce, Gabriel Kreiman


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Adversarial images for the primate brain


Nov 11, 2020
Li Yuan, Will Xiao, Gabriel Kreiman, Francis E. H. Tay, Jiashi Feng, Margaret S. Livingstone


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