Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models. - Thinesh Thiyakesan Ponbagavathi; Kunyu Peng; Alina Roitberg (CoRR, 2024)

Order Matters: On Parameter-Efficient Image-to-Video Probing for Recognizing Nearly Symmetric Actions. - Thinesh Thiyakesan Ponbagavathi; Alina Roitberg (CoRR, 2025)

Prompt-Guided Relational Reasoning for Social Behavior Understanding with Vision Foundation Models. - Thinesh Thiyakesan Ponbagavathi; Chengzheng Yang; Alina Roitberg (CoRR, 2025)