Hariprasath Govindarajan
PhD student
Publications
2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving
2025 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV, p. 1660-1670
(Conference paper)
https://dx.doi.org/10.1109/WACV61041.2025.00169
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving
Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Tucson, USA, 2025
(Conference paper)
2024
On Partial Prototype Collapse in the DINO Family of Self-Supervised Methods
35th British Machine Vision Conference 2024, Glasgow, UK, November 25-28, 2024
(Conference paper)
2023
DINO as a von Mises-Fisher mixture model
The Eleventh International Conference on Learning Representations
(Conference paper)
2021
Self-Supervised Representation Learning for Content Based Image Retrieval of Complex Scenes
IEEE Intelligent Vehicles Symposium, Proceedings, p. 249-256
(Conference paper)
https://dx.doi.org/10.1109/IVWorkshops54471.2021.9669246