3 papers
cs.CV2025
Robust Object Detection with Pseudo Labels from VLMs using Per-Object Co-teaching
Uday Bhaskar, Rishabh Bhattacharya, Avinash Patel +3
Foundation models, especially vision-language models (VLMs), offer compelling zero-shot object detection for applications like autonomous driving, a domain where manual labelling i…
cs.LG2025
Optimal Strategies for Federated Learning Maintaining Client Privacy
Uday Bhaskar, Varul Srivastava, Avyukta Manjunatha Vummintala +2
Federated Learning (FL) emerged as a learning method to enable the server to train models over data distributed among various clients. These clients are protective about their data…
cs.LG2024
Node Classification With Integrated Reject Option
Uday Bhaskar, Jayadratha Gayen, Charu Sharma +1
One of the key tasks in graph learning is node classification. While Graph neural networks have been used for various applications, their adaptivity to reject option setting is not…