Human Computer Interaction
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PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
Giang Nguyen, Valerie Chen, Mohammad Reza Taesiri, Anh Totti Nguyen
Links: pdf | code | project page
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Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
Giang Nguyen*, Mohammad Reza Taesiri*, Anh Nguyen
Links: pdf | code | project page
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DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover’s Distance Improves Out-Of-Distribution Face Identification
Hai Phan, Anh Nguyen
Links: pdf | code | project page
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The effectiveness of feature attribution methods and its correlation with automatic evaluation scores
Giang Nguyen, Daeyoung Kim, Anh Nguyen
Links: pdf | code | project page
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Understanding Neural Networks Through Deep Visualization
Jason Yosinski, Jeff Clune, Anh Nguyen, Thomas Fuchs, and Hod Lipson
Links: pdf | code | project page
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3DTouch: A Wearable 3D Input Device for 3D Applications
Anh Nguyen, Amy Banic
Links: pdf | code | project page
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Low-cost Augmented Reality prototype for controlling network devices
Anh Nguyen, Amy Banic
Links: pdf | code | project page