Search Results for author: Sewoong Lee

Found 3 papers, 2 papers with code

Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing

no code implementations20 Sep 2023 Sewoong Lee, JinKyou Choi, Min Su Kim

In semiconductor industry, classifying abnormal time-series sensor data from normal data is important because it is directly related to wafer defect.

Anomaly Detection Fault Detection +3

Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning

1 code implementation NeurIPS 2021 Hayeon Lee, Sewoong Lee, Song Chong, Sung Ju Hwang

To overcome such limitations, we propose Hardware-adaptive Efficient Latency Predictor (HELP), which formulates the device-specific latency estimation problem as a meta-learning problem, such that we can estimate the latency of a model's performance for a given task on an unseen device with a few samples.

Meta-Learning Neural Architecture Search

HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning

1 code implementation16 Jun 2021 Hayeon Lee, Sewoong Lee, Song Chong, Sung Ju Hwang

To overcome such limitations, we propose Hardware-adaptive Efficient Latency Predictor (HELP), which formulates the device-specific latency estimation problem as a meta-learning problem, such that we can estimate the latency of a model's performance for a given task on an unseen device with a few samples.

Meta-Learning Neural Architecture Search

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