Search Results for author: Jun-Tae Lee

Found 7 papers, 2 papers with code

Semantic Line Detection and Its Applications

1 code implementation ICCV 2017 Jun-Tae Lee, Han-Ul Kim, Chul Lee, Chang-Su Kim

Then, we develop the line pooling layer to extract a feature vector for each candidate line from the feature maps.

Classification General Classification +4

Efficient Action Recognition via Dynamic Knowledge Propagation

no code implementations ICCV 2021 HanUl Kim, Mihir Jain, Jun-Tae Lee, Sungrack Yun, Fatih Porikli

Efficient action recognition has become crucial to extend the success of action recognition to many real-world applications.

Action Recognition

Towards Robust Domain Generalization in 2D Neural Audio Processing

no code implementations29 Sep 2021 Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Jun-Tae Lee, Simyung Chang

While using two-dimensional convolutional neural networks (2D-CNNs) in image processing, it is possible to manipulate domain information using channel statistics, and instance normalization has been a promising way to get domain-invariant features.

Acoustic Scene Classification Domain Generalization +3

Scalable Weight Reparametrization for Efficient Transfer Learning

no code implementations26 Feb 2023 Byeonggeun Kim, Jun-Tae Lee, Seunghan Yang, Simyung Chang

Efficient transfer learning involves utilizing a pre-trained model trained on a larger dataset and repurposing it for downstream tasks with the aim of maximizing the reuse of the pre-trained model.

Keyword Spotting Transfer Learning

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