Search Results for author: Sihaeng Lee

Found 7 papers, 4 papers with code

Large-Scale Bidirectional Training for Zero-Shot Image Captioning

1 code implementation13 Nov 2022 TaeHoon Kim, Mark Marsden, Pyunghwan Ahn, Sangyun Kim, Sihaeng Lee, Alessandra Sala, Seung Hwan Kim

However, we find that large-scale bidirectional training between image and text enables zero-shot image captioning.

Image Captioning Keyword Extraction

Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution

1 code implementation15 Mar 2022 Jinsu Yoo, TaeHoon Kim, Sihaeng Lee, Seung Hwan Kim, Honglak Lee, Tae Hyun Kim

Recent transformer-based super-resolution (SR) methods have achieved promising results against conventional CNN-based methods.

Image Restoration Super-Resolution

TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection

1 code implementation23 Apr 2021 Beomyoung Kim, Janghyeon Lee, Sihaeng Lee, Doyeon Kim, Junmo Kim

We present a novel approach for oriented object detection, named TricubeNet, which localizes oriented objects using visual cues ($i. e.,$ heatmap) instead of oriented box offsets regression.

Object object-detection +3

Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition

no code implementations ICCV 2015 Heechul Jung, Sihaeng Lee, Junho Yim, Sunjeong Park, Junmo Kim

Furthermore, we show that our new integration method gives more accurate results than traditional methods, such as a weighted summation and a feature concatenation method.

Facial Expression Recognition Facial Expression Recognition (FER)

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