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20162025
most citedMore Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification

1.4k citations

Showing 2022Show all

7 papers · 1 filter

cs.RO202242 cited

Voice Over Body? Older Adults' Reactions to Robot and Voice Assistant Facilitators of Group Conversation

Katie Seaborn, Takuya Sekiguchi, Seiki Tokunaga +2

Intelligent agents have great potential as facilitators of group conversation among older adults. However, little is known about how to design agents for this purpose and user grou…

cs.NI202295 cited

An Intelligent Deterministic Scheduling Method for Ultra-Low Latency Communication in Edge Enabled Industrial Internet of Things

Yinzhi Lu, Liu Yang, Simon X. Yang +4

Edge enabled Industrial Internet of Things (IIoT) platform is of great significance to accelerate the development of smart industry. However, with the dramatic increase in real-tim…

cs.LG202224 cited

Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

Xiong Peng, Feng Liu, Jingfen Zhang +4

Through using only a well-trained classifier, model-inversion (MI) attacks can recover the data used for training the classifier, leading to the privacy leakage of the training dat…

eess.AS2022

Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments

Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi +3

This paper describes noisy speech recognition for an augmented reality headset that helps verbal communication within real multiparty conversational environments. A major approach…

cs.LG2022

Best-of-Both-Worlds Algorithms for Partial Monitoring

Taira Tsuchiya, Shinji Ito, Junya Honda

This study considers the partial monitoring problem with -actions and -outcomes and provides the first best-of-both-worlds algorithms, whose regrets are favorably bounded bot…

cs.SD20229 cited

Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Nugraha +2

This paper describes heavy-tailed extensions of a state-of-the-art versatile blind source separation method called fast multichannel nonnegative matrix factorization (FastMNMF) fro…