Dhruv Kohli

Learning rotation invariance in deep hierarchies using circular symmetric filters

Deep hierarchical models for feature learning have emerged as an effective technique for object representation and classification in recent years. Though the features learnt using deep models have shown lot of promise towards achieving invariance to data transformations, this primarily comes at the…