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12/16/2022
On Human Visual Contrast Sensitivity and Machine Vision Robustness: A Comparative Study
It is well established in neuroscience that color vision plays an essent...
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12/16/2022
Better May Not Be Fairer: Can Data Augmentation Mitigate Subgroup Degradation?
It is no secret that deep learning models exhibit undesirable behaviors ...
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02/18/2022
Learning Representations Robust to Group Shifts and Adversarial Examples
Despite the high performance achieved by deep neural networks on various...
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07/01/2020
Automated Empathy Detection for Oncology Encounters
Empathy involves understanding other people's situation, perspective, an...
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05/13/2020
Screenplay Quality Assessment: Can We Predict Who Gets Nominated?
Deciding which scripts to turn into movies is a costly and time-consumin...
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05/01/2019