Sarada Krithivasan

Human behavior alignment to improve the robustness of deep neural networks

This work proposes BrainTrain, a framework to create more robust DNNs through human behavior alignment and shows its utility in the context of object recognition and proposes Similarity Driven Label Smoothing (SDLS), a regularization method that scales BrainTrain to applications where it is difficult or expensive to co...