Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift

Amitangshu Mukherjee, Isha Garg, Kaushik Roy

Over the past decade, deep neural networks have proven to be adept in image classification tasks, often surpassing humans in terms of accuracy. However, standard neural networks of…