Author

Yuiga Wada

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Preprint Oct 2026

ELMA: Benchmarking Anaphoric Compositions for Long-Term Text-to-Motion Generation

This paper introduces ELMA, an episodic long-term motion dataset with dense segment-level annotations that preserve cross-segment dependencies, and benchmark representative long-term motion generation models under independent and anaphoric instruction settings, and study whether contextual fine-tuning improves long-ran...

Shun Kato, Di-Xin Yang, Kotaro Amaya et al. · 0 citations

#machine learning Preprint Oct 2026

CANDLE: Cortical Null-Space Decomposition for Noninvasive Brain Source Imaging

Electrophysiological source imaging (ESI) aims to estimate cortical source activity from noninvasive electrophysiological measurements such as electroencephalogram (EEG). However, ESI is fundamentally ill-posed because source activity is substantially higher-dimensional than sensor observations, resulting in non-unique...

Shuntaro Suzuki, Yuiga Wada, Komei Sugiura · 0 citations