Search Results for author: Kanta Kaneda

Found 4 papers, 4 papers with code

Polos: Multimodal Metric Learning from Human Feedback for Image Captioning

1 code implementation28 Feb 2024 Yuiga Wada, Kanta Kaneda, Daichi Saito, Komei Sugiura

Establishing an automatic evaluation metric that closely aligns with human judgments is essential for effectively developing image captioning models.

Contrastive Learning Image Captioning +1

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

1 code implementation26 Dec 2023 Kanta Kaneda, Shunya Nagashima, Ryosuke Korekata, Motonari Kambara, Komei Sugiura

Therefore, we focus on the task of retrieving target objects from open-vocabulary user instructions in a human-in-the-loop setting, which we define as the learning-to-rank physical objects (LTRPO) task.

Learning-To-Rank

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

1 code implementation12 Nov 2023 Kanta Kaneda, Ryosuke Korekata, Yuiga Wada, Shunya Nagashima, Motonari Kambara, Yui Iioka, Haruka Matsuo, Yuto Imai, Takayuki Nishimura, Komei Sugiura

This paper focuses on the DialFRED task, which is the task of embodied instruction following in a setting where an agent can actively ask questions about the task.

Instruction Following Position

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