Task-Level Contrastiveness for Cross-Domain Few-Shot Learning. - Kristi Topollai; Anna Choromanska (CVPR Workshops, 2025)

AD-L-JEPA: Self-Supervised Spatial World Models with Joint Embedding Predictive Architecture for Autonomous Driving with LiDAR Data. - Haoran Zhu; Zhenyuan Dong; Kristi Topollai; Anna Choromanska (CoRR, 2025)