MSR-IVA: Masked Structural Residual Independent Vector Analysis for State-Aware Fusion of Structural MRI and Dynamic Functional Network Connectivity

arXiv:2608.24978 · cs.LG · Submitted 2026-08-25 · Read on arXiv

cs.LG

Submitted: 2026-08-25

Updated: 2026-08-25

Comments: Accepted at the 2026 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2026), Atlanta, GA, USA

Code: https://github.com/dasjar/MSRIVA

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptation — 9× in this paper · explained in 1 episode
• Multimodal Fusion — 7× in this paper · explained in 3 episodes
• Regularization — 4× in this paper · explained in 3 episodes
• Clustering — 2× in this paper · explained in 2 episodes
• Latent Representation — 2× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Data Fusion — 1× in this paper · explained in 3 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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