Komei Sugiura

Komei Sugiura

Keio University

H-index: 21

Asia-Japan

About Komei Sugiura

Komei Sugiura, With an exceptional h-index of 21 and a recent h-index of 16 (since 2020), a distinguished researcher at Keio University, specializes in the field of Robotics, Robot Learning, Vision and Language, Machine Learning, AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Trimodal Navigable Region Segmentation Model: Grounding Navigation Instructions in Urban Areas

Polos: Multimodal Metric Learning from Human Feedback for Image Captioning

Learning-To-Rank Approach for Identifying Everyday Objects Using a Physical-World Search Engine

DialMAT: Dialogue-Enabled Transformer with Moment-Based Adversarial Training

Switching Head-Tail Funnel UNITER による対象物体および配置目標に関する指示文理解と物体操作

生活支援タスクにおける大規模視覚言語モデルと拡散確率モデルを用いた参照表現セグメンテーション

Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query

JaSPICE: Automatic Evaluation Metric Using Predicate-Argument Structures for Image Captioning Models

Komei Sugiura Information

University

Position

Associate Professor

Citations(all)

1863

Citations(since 2020)

1117

Cited By

1162

hIndex(all)

21

hIndex(since 2020)

16

i10Index(all)

46

i10Index(since 2020)

26

Email

University Profile Page

Keio University

Google Scholar

View Google Scholar Profile

Komei Sugiura Skills & Research Interests

Robotics

Robot Learning

Vision and Language

Machine Learning

AI

Top articles of Komei Sugiura

Title

Journal

Author(s)

Publication Date

Trimodal Navigable Region Segmentation Model: Grounding Navigation Instructions in Urban Areas

IEEE Robotics and Automation Letters

Naoki Hosomi

Shumpei Hatanaka

Yui Iioka

Wei Yang

Katsuyuki Kuyo

...

2024/3/18

Polos: Multimodal Metric Learning from Human Feedback for Image Captioning

arXiv preprint arXiv:2402.18091

Yuiga Wada

Kanta Kaneda

Daichi Saito

Komei Sugiura

2024/2/28

Learning-To-Rank Approach for Identifying Everyday Objects Using a Physical-World Search Engine

IEEE Robotics and Automation Letters

Kanta Kaneda

Shunya Nagashima

Ryosuke Korekata

Motonari Kambara

Komei Sugiura

2024/1/10

DialMAT: Dialogue-Enabled Transformer with Moment-Based Adversarial Training

arXiv preprint arXiv:2311.06855

Kanta Kaneda

Ryosuke Korekata

Yuiga Wada

Shunya Nagashima

Motonari Kambara

...

2023/11/12

Switching Head-Tail Funnel UNITER による対象物体および配置目標に関する指示文理解と物体操作

是方諒介, 神原元就, 吉田悠, 石川慎太朗, 川崎陽祐, 髙橋正樹, 杉浦孔明

2023

生活支援タスクにおける大規模視覚言語モデルと拡散確率モデルを用いた参照表現セグメンテーション

飯岡雄偉, 吉田悠, 和田唯我, 畑中駿平, 杉浦孔明

2023

Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query

arXiv preprint arXiv:2306.13879

Hidenori Itaya

Tsubasa Hirakawa

Takayoshi Yamashita

Hironobu Fujiyoshi

Komei Sugiura

2023/6/24

JaSPICE: Automatic Evaluation Metric Using Predicate-Argument Structures for Image Captioning Models

arXiv preprint arXiv:2311.04192

Yuiga Wada

Kanta Kaneda

Komei Sugiura

2023/11/7

物体再配置タスクのための Co-Scale Cross-Attentional Transformer

松尾榛夏, 石川慎太朗, 杉浦孔明

2023

Nearest Neighbor Future Captioning: 物体配置タスクにおける衝突リスクに関する説明文生成

小松拓実, 神原元就, 畑中駿平, 松尾榛夏, 平川翼, 山下隆義, 藤吉弘亘, 杉浦孔明

2023

Switching Text-Based Image Encoders for Captioning Images With Text

IEEE Access

Arisa Ueda

Wei Yang

Komei Sugiura

2023/6/2

Fully Automated Task Management for Generation, Execution, and Evaluation: A Framework for Fetch-and-Carry Tasks with Natural Language Instructions in Continuous Space

arXiv preprint arXiv:2311.04260

Motonari Kambara

Komei Sugiura

2023/11/7

Learning to Rank Physical Objects: ランキング学習による物理世界検索エンジン

兼田寛大, 神原元就, 杉浦孔明

2023

マルチモーダル言語処理に基づく Fetch-and-Carry タスクの自動化と実行

神原元就, 杉浦孔明

2023

Affective image captioning for visual artworks using emotion-based cross-attention mechanisms

IEEE Access

Shintaro Ishikawa

Komei Sugiura

2023/3/10

Switching Head-Tail Funnel UNITER for Dual Referring Expression Comprehension with Fetch-and-Carry Tasks

Ryosuke Korekata

Motonari Kambara

Yu Yoshida

Shintaro Ishikawa

Yosuke Kawasaki

...

2023/10/1

Multimodal encoder with gated cross-attention for text-vqa tasks

29th Annual Conference of the Language Processing Society

Wei Yang

Arisa Ueda

Komei Sugiura

2023

シーングラフに基づく画像キャプション生成モデルの自動評価と解析

田中励雄, 和田唯我, 杉浦孔明

2023

複数粒度のマルチモダル情報を用いたテキスト付き画像の説明文生成

楊巍, 植田有咲, 杉浦孔明

2023

Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions

Yui Iioka

Yu Yoshida

Yuiga Wada

Shumpei Hatanaka

Komei Sugiura

2023/10/1

See List of Professors in Komei Sugiura University(Keio University)

Co-Authors

H-index: 55
Satoshi Nakamura

Satoshi Nakamura

Nara Institute of Science and Technology

H-index: 36
Javier Ruiz-del-Solar

Javier Ruiz-del-Solar

Universidad de Chile

H-index: 33
Takayuki Nagai

Takayuki Nagai

Osaka University

H-index: 26
Hironobu Fujiyoshi

Hironobu Fujiyoshi

Chubu University

H-index: 25
Kotaro Funakoshi

Kotaro Funakoshi

Tokyo Institute of Technology

H-index: 25
Takayoshi Yamashita

Takayoshi Yamashita

Chubu University

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