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cs.CV2026
Ego4OOD: Rethinking Egocentric Video Domain Generalization via Covariate Shift Scoring
Zahra Vaseqi, James Clark
Egocentric video action recognition under domain shifts remains challenging due to large intra-class spatio-temporal variability, long-tailed feature distributions, and strong corr…
cs.CV2021★ 1 cited
VTAMIQ: Transformers for Attention Modulated Image Quality Assessment
Andrei Chubarau, James Clark
Following the major successes of self-attention and Transformers for image analysis, we investigate the use of such attention mechanisms in the context of Image Quality Assessment…