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06/16/2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
By leveraging contrastive learning, clustering, and other pretext tasks,...
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09/07/2021
Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets
Many existing works have made great strides towards reducing racial bias...
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09/07/2021
Fair Comparison: Quantifying Variance in Resultsfor Fine-grained Visual Categorization
For the task of image classification, researchers work arduously to deve...
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01/30/2021