Human or Machine? Turing Tests for Vision and Language

no code implementations • 23 Nov 2022 • Mengmi Zhang, Giorgia Dellaferrera, Ankur Sikarwar, Marcelo Armendariz, Noga Mudrik, Prachi Agrawal, Spandan Madan, Andrei Barbu, Haochen Yang, Tanishq Kumar, Meghna Sadwani, Stella Dellaferrera, Michele Pizzochero, Hanspeter Pfister, Gabriel Kreiman

To address this question, we turn to the Turing test and systematically benchmark current AIs in their abilities to imitate humans.

Impact of Attention on Adversarial Robustness of Image Classification Models

no code implementations • 2 Sep 2021 • Prachi Agrawal, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal

Adversarial attacks against deep learning models have gained significant attention and recent works have proposed explanations for the existence of adversarial examples and techniques to defend the models against these attacks.

Adversarial Robustness Classification +1