no code implementations • 13 Mar 2024 • Chia-Hao Li, Niraj K. Jha
When adapting to a new domain, it exploits real data from the new distribution and the current model to generate synthetic data that retain the learned knowledge of previous domains.
no code implementations • 9 May 2023 • Chia-Hao Li, Niraj K. Jha
We demonstrate DOCTOR's efficacy in maintaining high disease classification accuracy with a single DNN model in various CL experiments.
2 code implementations • 7 Dec 2022 • Shikhar Tuli, Chia-Hao Li, Ritvik Sharma, Niraj K. Jha
AccelBench performs cycle-accurate simulations for a diverse set of accelerator architectures in a vast design space.