Thinesh Thiyakesan Ponbagavathi

According to our database, Thinesh Thiyakesan Ponbagavathi authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding.

Thinesh Thiyakesan Ponbagavathi, Constantin Seibold, Alina Roitberg

CoRR, February, 2026

PDNet: Exploring Pruning and Distillation for Real-Time Worker Activity Recognition in Industrial Assembly.

Malek Baba, Thinesh Thiyakesan Ponbagavathi, Alina Roitberg

Proceedings of the 21st International Conference on Computer Vision Theory and Applications, 2026

2025

Prompt-Guided Relational Reasoning for Social Behavior Understanding with Vision Foundation Models.

Thinesh Thiyakesan Ponbagavathi, Chengzheng Yang, Alina Roitberg

CoRR, August, 2025

Order Matters: On Parameter-Efficient Image-to-Video Probing for Recognizing Nearly Symmetric Actions.

Thinesh Thiyakesan Ponbagavathi, Alina Roitberg

CoRR, March, 2025

T-Mask: Temporal Masking for Probing Foundation Models Across Camera Views in Driver Monitoring.

Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

2024

Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models.

Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg

CoRR, 2024