Trustworthy AI
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Vision Language Models Are Blind
Pooyan Rahmanzadehgervi*, Logan Bolton*, Mohammad Reza Taesiri, Anh Totti Nguyen
Links: pdf | code | project page
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GlitchBench: Can large multimodal models detect video game glitches?
Mohammad Reza Taesiri, Tianjun Feng, Cor-Paul Bezemer, Anh Totti Nguyen
Links: pdf | code | project page
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Strike (with) a Pose: Neural networks are easily fooled by strange poses of familiar objects
Michael Alcorn, Qi Li, Zhitao Gong, Chengfei Wang, Long Mai, Wei-shinn Ku, Anh Nguyen
Links: pdf | code | project page
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VectorDefense: Vectorization as a Defense to Adversarial Examples
Vishaal M. Kabilan, Brandon Morris, Anh Nguyen
Links: pdf | code | project page
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Synthesizing the preferred inputs for neurons in neural networks via deep generator networks
Anh Nguyen, Alexey Dosovitskiy, Jason Yosinski, Thomas Brox, Jeff Clune
Links: pdf | code | project page
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Deep Neural Network are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Anh Nguyen, Jason Yosinski, Jeff Clune
Links: pdf | code | project page