no code implementations • 16 Sep 2022 • Dupati Srikar Chandra, Sakshi Varshney, P. K. Srijith, Sunil Gupta
However, the continual learning performance of existing hypernetwork based approaches are affected by the assumption of independence of the weights across the layers in order to maintain parameter efficiency.
no code implementations • NeurIPS 2021 • Sakshi Varshney, Vinay Kumar Verma, Srijith P K, Lawrence Carin, Piyush Rai
Our approach is based on learning a set of global and task-specific parameters.
no code implementations • 2 Aug 2019 • Puneet Mangla, Surgan Jandial, Sakshi Varshney, Vineeth N. Balasubramanian
Adversarial examples are fabricated examples, indistinguishable from the original image that mislead neural networks and drastically lower their performance.