3 papers
cs.CV2026
ReText: Text Boosts Generalization in Image-Based Person Re-identification
Timur Mamedov, Karina Kvanchiani, Anton Konushin +1
Generalizable image-based person re-identification (Re-ID) aims to recognize individuals across cameras in unseen domains without retraining. While multiple existing approaches add…
cs.CV2025
DynaMix: Generalizable Person Re-identification via Dynamic Relabeling and Mixed Data Sampling
Timur Mamedov, Anton Konushin, Vadim Konushin
Generalizable person re-identification (Re-ID) aims to recognize individuals across unseen cameras and environments. While existing methods rely heavily on limited labeled multi-ca…
cs.CV2024
ReMix: Training Generalized Person Re-identification on a Mixture of Data
Timur Mamedov, Anton Konushin, Vadim Konushin
Modern person re-identification (Re-ID) methods have a weak generalization ability and experience a major accuracy drop when capturing environments change. This is because existing…