no code implementations • 10 Oct 2022 • Rebbapragada V C Sairam, Monish Keswani, Uttaran Sinha, Nishit Shah, Vineeth N Balasubramanian
In this paper, we denote size of an object as the number of pixels it covers in an image and size imbalance as the over-representation of certain sizes of objects in a dataset.
1 code implementation • CVPR 2022 • Monish Keswani, Sriranjani Ramakrishnan, Nishant Reddy, Vineeth N Balasubramanian
With growing use cases of model reuse and distillation, there is a need to also study transfer of interpretability from one model to another.
no code implementations • 27 Oct 2021 • Gaurav Kumar Nayak, Monish Keswani, Sharan Seshadri, Anirban Chakraborty
Knowledge Distillation (KD) utilizes training data as a transfer set to transfer knowledge from a complex network (Teacher) to a smaller network (Student).