Author

Minh-Van Nguyen

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#artificial intelligence Preprint Sep 2026

AURA: Unified Multimodal Framework for Conversational Music Editing

AURA, a unified multimodal framework for conversational music editing, uses a multimodal large language model to interpret the complete dialogue history, an optional image, and reference audio, distilling the editing intent into compact concept tokens, enabling precise edits while preserving unaffected content.

Quoc-Huy Trinh, Minh-Van Nguyen, Debesh Jha · 0 citations

Jul 2026

Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography

Rad-JEPA 3D, a joint-embedding predictive framework that learns volumetric CT representations by predicting the latent features of a complete scan from a masked view, is introduced and Hidden States Orthogonal Regularization (HSOR) is proposed, which aligns student-teacher hidden states and reduces feature redundancy t...

Quoc-Huy Trinh, Minh-Van Nguyen, Ulas Bagci · arXiv.org · 0 citations