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05/30/2023
Pointwise Representational Similarity
With the increasing reliance on deep neural networks, it is important to...
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06/23/2022
Measuring Representational Robustness of Neural Networks Through Shared Invariances
A major challenge in studying robustness in deep learning is defining th...
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04/13/2022
Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity
Facial analysis models are increasingly applied in real-world applicatio...
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11/29/2021
Exploring Alignment of Representations with Human Perception
We argue that a valuable perspective on when a model learns good represe...
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02/12/2020