Eleni Chatzi
3 papers ยท Latest:
Computer Vision
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
A new benchmark, MMDG-Bench, reveals that recent multimodal domain generalization methods offer only marginal gains over baselines and struggle with real-world challenges.
2605.06643
Machine LearningDisentangling Damage from Operational Variability: A Label-Free Self-Supervised Representation Learning Framework for Output-Only Structural Damage Identification
A self-supervised framework disentangles structural damage from operational variability using raw vibration data for robust, label-free identification.
2604.19658
Machine LearningNeuro-Symbolic ODE Discovery with Latent Grammar Flow
Latent Grammar Flow (LGF) is a neuro-symbolic framework that discovers ordinary differential equations from data using a discrete latent space.
2604.16232
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