Research

My Research focuses on developing new techniques that reduce the dependency on large-scale annotated data to train Machine Learning models from scratch as well as adapting to new domains by transfer learning from source domains.

Adaptive Feature Norm for Unsupervised Subdomain Adaptation
Under Review

Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine Grained Visual Categorization
In Proceedings of the 15h International Symposium on Visual Computing (pp. 53-65). Springer.

Hand Over Face Segmentation using MPSPNet
In Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments (pp. 1-8). ACM

Analysis of Hand Segmentation on Challenging Hand Over Face Scenario.
In Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments (pp. 236-242). ACM.