Search Results for author: Chia-Hao Li

Found 3 papers, 1 papers with code

PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare

no code implementations13 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.

Conformal Prediction Domain Adaptation

DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors

no code implementations9 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.

Continual Learning Synthetic Data Generation

CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework

2 code implementations7 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.

Benchmarking

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