Saswat Subhajyoti Mallick

Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks

In image classification, it is common to utilize a pretrained model to extract meaningful features of the input images, and then to train a classifier on top of it to make predictions for any downstream task. Trained on enormous amounts of data, these models have been shown to contain harmful biases…