Search Results for author: Kangil Lee

Found 3 papers, 2 papers with code

Hyperparameter Optimization with Neural Network Pruning

no code implementations18 May 2022 Kangil Lee, Junho Yim

However, the huge time consumption of hyperparameter optimization due to the high computational cost of the deep learning model itself has not been dealt with in-depth.

Bayesian Optimization Hyperparameter Optimization +1

Pano-AVQA: Grounded Audio-Visual Question Answering on 360$^\circ$ Videos

1 code implementation11 Oct 2021 Heeseung Yun, Youngjae Yu, Wonsuk Yang, Kangil Lee, Gunhee Kim

However, previous benchmark tasks for panoramic videos are still limited to evaluate the semantic understanding of audio-visual relationships or spherical spatial property in surroundings.

Audio-visual Question Answering Question Answering +2

Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos

1 code implementation ICCV 2021 Heeseung Yun, Youngjae Yu, Wonsuk Yang, Kangil Lee, Gunhee Kim

However, previous benchmark tasks for panoramic videos are still limited to evaluate the semantic understanding of audio-visual relationships or spherical spatial property in surroundings.

Audio-visual Question Answering Question Answering +2

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