no code implementations • ACL 2022 • Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama
A release note is a technical document that describes the latest changes to a software product and is crucial in open source software development.
no code implementations • NAACL (ACL) 2022 • Yi-Pei Chen, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama
This paper explores how humans conduct conversations with images by investigating an open-domain image conversation dataset, ImageChat.
no code implementations • EMNLP 2020 • Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama
The results demonstrate that first-person vision helps neural network models correctly understand human intentions, and the production of non-verbal responses is a challenging task like that of verbal responses.
no code implementations • 25 Nov 2022 • Ryota Yoshihashi, Shuhei Nishimura, Dai Yonebayashi, Yuya Otsuka, Tomohiro Tanaka, Takashi Miyazaki
Siamese-network-based self-supervised learning (SSL) suffers from slow convergence and instability in training.
no code implementations • 12 Sep 2018 • Thao Minh Le, Nobuyuki Shimizu, Takashi Miyazaki, Koichi Shinoda
With the widespread use of intelligent systems, such as smart speakers, addressee recognition has become a concern in human-computer interaction, as more and more people expect such systems to understand complicated social scenes, including those outdoors, in cafeterias, and hospitals.
no code implementations • COLING 2018 • Nobuyuki Shimizu, Na Rong, Takashi Miyazaki
The proposed method is based on a popular VQA method that uses an attention mechanism.