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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yoshihiro Fukuhara

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Preprint Aug 2026

Visual General Intelligence: A White Paper

This paper reconsiders intelligence from a vision-centered perspective and examines whether intelligence emerging from visual experience and learning may provide a pathway toward AGI. In the language domain, beginning with the introduction of the Transformer architecture, the GPT series has demonstrated transfer to uns...

Hirokatsu Kataoka, Yoshihiro Fukuhara, Yonglong Tian et al. · 0 citations
Conference Jun 2026

Beyond Single Object: Learning 3D Relations with Large Language Models

This work proposes a framework for detailed object-level reasoning across multiple objects with three components: MO3D, an instruction dataset requiring fine-grained multi-object comparison; Multi-3DLLM, using a minimal Patch-Interaction Transformer (PIT) that models inter-/intra-object relationships while preserving l...

K. Ide, Ryousuke Yamada, Yue Qiu et al. · 1 citation · ⚡1

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