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Y. Kitamura

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#natural language process... Preprint Sep 2026

TALK-Dem: Benchmarking Embodied Task Planning under Dementia-Associated Communication Patterns

Existing LLM-driven robot task planners rely on a taken-for-granted assumption of an ideal user whose instructions are clear, complete, and task-focused. However, when interacting with real-world users, especially those experiencing cognitive impairments, such as people living with dementia (PLWD), the planners often m...

Guang-Sheng Zhao, Yi-Ran Hu, Yuan Cao et al. · 0 citations
#human-computer interacti... Preprint Sep 2026

Tactile Search: Enhancing Targeting in 3D Space

Tactile Search, an approach that uses modulation of frequency and amplitude of vibrations to the hands for guiding attention to the location of objects in 3D space, is introduced and it is found that vibrotactile feedback significantly improved performance and increased user confidence.

Amber Maimon, I. Wald, J. Keppel et al. · 0 citations
Preprint Jul 2026

MoRAE: Flow-Friendly Self-Supervised Latents for Text-to-Motion Generation

Text-to-motion generation must produce motions that are semantically correct, temporally coherent, and physically plausible. A natural approach is to first project motion data into a structured semantic space and then train a generative model within that space. Such a paradigm has been highly successful in image genera...

Yifei Zhu, Mingyi Shi, Yangyang Cai et al. · 0 citations

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