Search Results for author: JunCheol Shin

Found 2 papers, 1 papers with code

NIPQ: Noise Injection Pseudo Quantization for Automated DNN Optimization

no code implementations2 Jun 2022 Sein Park, Junhyuk So, JunCheol Shin, Eunhyeok Park

The optimization of neural networks in terms of computation cost and memory footprint is crucial for their practical deployment on edge devices.

Quantization

Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models

1 code implementation NeurIPS 2021 keunseo kim, JunCheol Shin, Heeyoung Kim

Several out-of-distribution (OOD) detection scores have been recently proposed for deep generative models because the direct use of the likelihood threshold for OOD detection has been shown to be problematic.

OOD Detection Out-of-Distribution Detection

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