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Eunhee Kang

3 accepted papers

2022

Information-Theoretic GAN Compression with Variational Energy-based Model

NeurIPS 2022accept

We propose an information-theoretic knowledge distillation approach for the compression of generative adversarial networks, which aims to maximize the mutual information between teacher and student networks via a variational optimization based on an energy-based model. Because the direct computation…

Cited by 4SourcePDFScholar
2021

Controllable Image Restoration for Under-Display Camera in Smartphones

CVPR 2021poster

Under-display camera (UDC) technology is essential for full-screen display in smartphones and is achieved by removing the concept of drilling holes on display. However, this causes inevitable image degradation in the form of spatially variant blur and noise because of the opaque display in front of…

Cited by 32PDFScholar