Yoojin Jung

Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models

Deep learning-based computer vision systems adopt complex and large architectures to improve performance, yet they face challenges in deployment on resource-constrained mobile and edge devices. To address this issue, model compression techniques such as pruning, quantization, and matrix factorizatio…