Search Results for author: Andrew Shin

Found 12 papers, 2 papers with code

LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search

no code implementations10 Apr 2023 Qiao Jin, Andrew Shin, Zhiyong Lu

On all queries, LADER can improve the performance of a dense retriever by 24%-37% relative NDCG@10 while not requiring additional training, and further performance improvement is expected from more logs.

Retrieval

Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision

no code implementations6 Mar 2021 Andrew Shin, Masato Ishii, Takuya Narihira

Transformer architectures have brought about fundamental changes to computational linguistic field, which had been dominated by recurrent neural networks for many years.

Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives

1 code implementation12 Feb 2021 Takuya Narihira, Javier Alonsogarcia, Fabien Cardinaux, Akio Hayakawa, Masato Ishii, Kazunori Iwaki, Thomas Kemp, Yoshiyuki Kobayashi, Lukas Mauch, Akira Nakamura, Yukio Obuchi, Andrew Shin, Kenji Suzuki, Stephen Tiedmann, Stefan Uhlich, Takuya Yashima, Kazuki Yoshiyama

While there exist a plethora of deep learning tools and frameworks, the fast-growing complexity of the field brings new demands and challenges, such as more flexible network design, speedy computation on distributed setting, and compatibility between different tools.

Reference-Based Video Colorization with Spatiotemporal Correspondence

no code implementations25 Nov 2020 Naofumi Akimoto, Akio Hayakawa, Andrew Shin, Takuya Narihira

To address this issue, we warp colors only from the regions on the reference frame restricted by correspondence in time.

Colorization Semantic correspondence

Customized Image Narrative Generation via Interactive Visual Question Generation and Answering

no code implementations CVPR 2018 Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada

Image description task has been invariably examined in a static manner with qualitative presumptions held to be universally applicable, regardless of the scope or target of the description.

Question Generation Question-Generation

Melody Generation for Pop Music via Word Representation of Musical Properties

1 code implementation31 Oct 2017 Andrew Shin, Leopold Crestel, Hiroharu Kato, Kuniaki Saito, Katsunori Ohnishi, Masataka Yamaguchi, Masahiro Nakawaki, Yoshitaka Ushiku, Tatsuya Harada

Automatic melody generation for pop music has been a long-time aspiration for both AI researchers and musicians.

Sound Multimedia Audio and Speech Processing

The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA)

no code implementations21 Sep 2016 Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada

Visual Question Answering (VQA) task has showcased a new stage of interaction between language and vision, two of the most pivotal components of artificial intelligence.

Question Answering Sentence +1

DualNet: Domain-Invariant Network for Visual Question Answering

no code implementations20 Jun 2016 Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada

Visual question answering (VQA) task not only bridges the gap between images and language, but also requires that specific contents within the image are understood as indicated by linguistic context of the question, in order to generate the accurate answers.

Question Answering Visual Question Answering

Dense Image Representation with Spatial Pyramid VLAD Coding of CNN for Locally Robust Captioning

no code implementations30 Mar 2016 Andrew Shin, Masataka Yamaguchi, Katsunori Ohnishi, Tatsuya Harada

The workflow of extracting features from images using convolutional neural networks (CNN) and generating captions with recurrent neural networks (RNN) has become a de-facto standard for image captioning task.

General Classification Image Captioning

Cannot find the paper you are looking for? You can Submit a new open access paper.