Author

Alexandros Stergiou

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Preprint Oct 2026

Structure-retained low-rank adapters for weather synthesis

Real-world deployment of computer vision models, particularly in outdoor scenarios, is often limited by environmental interferences, such as adverse weather. Improving model robustness across weather conditions is thus critical for reliability. However, sourcing high-quality data relevant to isolated weather effects is...

Shun-Xin Wang, A. Stergiou, Luuk J. Spreeuwers et al. · 0 citations

Jul 2026

Do Egocentric Video-Language Models Capture Both Hand- and Object-Centric Cues?

This work proposes a new learning paradigm that combines hand-object masked training, which enables robust reasoning from partial hand or object observations, and an HOI-dynamics-aware decoder that explicitly learns hand- and object-centric embeddings through auxiliary predictions of their locations and semantics, enha...

Masatoshi Tateno, Alexandros Stergiou, Risa Shinoda et al. · arXiv.org · 0 citations