Search Results for author: Jinhee Kim

Found 3 papers, 2 papers with code

Exploring Train and Test-Time Augmentations for Audio-Language Learning

no code implementations31 Oct 2022 Eungbeom Kim, Jinhee Kim, Yoori Oh, KyungSu Kim, Minju Park, Jaeheon Sim, Jinwoo Lee, Kyogu Lee

In this paper, we aim to unveil the impact of data augmentation in audio-language multi-modal learning, which has not been explored despite its importance.

Audio captioning Audio to Text Retrieval +4

Morphology-Aware Interactive Keypoint Estimation

1 code implementation15 Sep 2022 Jinhee Kim, Taesung Kim, Taewoo Kim, Jaegul Choo, Dong-Wook Kim, Byungduk Ahn, In-Seok Song, Yoon-Ji Kim

To fully automate this procedure, deep-learning-based methods have been widely proposed and have achieved high performance in detecting keypoints in medical images.

Keypoint Estimation

Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift

1 code implementation ICLR 2022 Taesung Kim, Jinhee Kim, Yunwon Tae, Cheonbok Park, Jang-Ho Choi, Jaegul Choo

The former normalizes the input to fix its distribution in terms of the mean and variance, while the latter returns the output to the original distribution.

Time Series Time Series Forecasting

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