Multimodal GIP-TTA: A Somatic-Psychic-Noetic Framework for Cross-Modal Test-Time Adaptation

Multimodal systems (vision-language-audio) excel in-distribution but often fail under domain shift, missing modalities, or adversarial perturbation. We propose Multimodal GIP-TTA, a principled framework for test-time adaptation (TTA) grounded in the G

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Publication Details

Published
2025-10-03
DOI
https://doi.org/10.36227/techrxiv.175951426.69167294/v1
Primary Topic
Educational and Psychological Assessments
Type
article
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article

Multimodal GIP-TTA: A Somatic-Psychic-Noetic Framework for Cross-Modal Test-Time Adaptation

Takashi Kubo
Educational and Psychological Assessments
article

Multimodal GIP-TTA: A Somatic-Psychic-Noetic Framework for Cross-Modal Test-Time Adaptation

Takashi Kubo
article en

Abstract

Multimodal systems (vision-language-audio) excel in-distribution but often fail under domain shift, missing modalities, or adversarial perturbation. We propose Multimodal GIP-TTA, a principled framework for test-time adaptation (TTA) grounded in the G

Nihon University (JP)
Openalex Percentile: Top 70%
Educational and Psychological Assessments
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Multimodal GIP-TTA: A Somatic-Psychic-Noetic Framework for Cross-Modal Test-Time Adaptation — Takashi Kubo · (2025) | TGRS Research Map | TGRS