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Multimodal learning analytics: Society 5.0 project in Japan
Shizuka Shirai
,
Noriko Takemura
,
Yuta Nakashima
,
Hajime Nagahara
,
Haruo Takemura
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Buda.art: A multimodal content-based analysis and retrieval system for Buddha statues
© 2019 Copyright held by the owner/author(s). We introduce BUDA.ART, a system designed to assist researchers in Art History, to explore …
Benjamin Renoust
,
Matheus Oliveira M.O. Franca
,
Jacob Chan
,
Van Le
,
Ayaka Uesaka
,
Yuta Nakashima
,
Hajime Nagahara
,
Jueren Wang
,
Yutaka Fujioka
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DOI
Context-aware embeddings for automatic art analysis
© 2019 Association for Computing Machinery. Automatic art analysis aims to classify and retrieve artistic representations from a …
Noa Garcia
,
Benjamin Renoust
,
Yuta Nakashima
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DOI
Contextualized context2vec
Lexical substitution ranks substitution candidates from the viewpoint of paraphrasability for a target word in a given sentence. There …
Kazuki Ashihara
,
Tomoyuki Kajiwara
,
Yuki Arase
,
Satoru Uchida
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DOI
URL
Controllable text simplification with lexical constraint loss
We propose a method to control the level of a sentence in a text simplification task. Text simplification is a monolingual translation …
Daiki. Nishihara
,
Tomoyuki. Kajiwara
,
Yuki. Arase
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DOI
URL
Facial expression recognition with skip-connection to leverage low-level features
Deep convolutional neural networks (CNNs) have established their feet in the ground of computer vision and machine learning, used in …
Manisha Verma
,
Hirokazu Kobori
,
Yuta Nakashima
,
Noriko Takemura
,
Hajime Nagahara
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DOI
URL
Historical and modern features for Buddha statue classification
© 2019 Copyright held by the owner/author(s). While Buddhism has spread along the Silk Roads, many pieces of art have been displaced. …
B. Renoust
,
M.O. Franca
,
J. Chan
,
N. Garcia
,
V. Le
,
A. Uesaka
,
Y. Nakashima
,
H. Nagahara
,
J. Wang
,
Y. Fujioka
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DOI
Negative lexically constrained decoding for paraphrase generation
Paraphrase generation can be regarded as monolingual translation. Unlike bilingual machine translation, paraphrase generation rewrites …
Tomoyuki Kajiwara
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DOI
URL
Rethinking the evaluation of video summaries
Video summarization is a technique to create a short skim of the original video while preserving the main stories/content. There exists …
Mayu Otani
,
Yuta Nakashima
,
Esa Rahtu
,
Janne Heikkilä
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DOI
arXiv
Video meets knowledge in visual question answering
In this work, we address knowledge-based visual question answering in videos. First, we introduce KnowIT VQA, a video dataset with …
Noa Garcia
,
Chenhui Chu
,
Mayu Otani
,
Yuta Nakashima
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