Search Results for author: TaeHoon Kim

Found 7 papers, 5 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

FrostNet: Towards Quantization-Aware Network Architecture Search

1 code implementation17 Jun 2020 Taehoon Kim, Youngjoon Yoo, Jihoon Yang

In this paper, we present a new network architecture search (NAS) procedure to find a network that guarantees both full-precision (FLOAT32) and quantized (INT8) performances.

Object Detection Quantization +1

Abstractive Text Classification Using Sequence-to-convolution Neural Networks

1 code implementation20 May 2018 Taehoon Kim, Jihoon Yang

Seq2CNN is trained end-to-end to classify various-length texts without preprocessing inputs into fixed length.

Data Augmentation General Classification +2

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