2 papers
cs.CV2025
Semantic Augmentation in Images using Language
Sahiti Yerramilli, Jayant Sravan Tamarapalli, Tanmay Girish Kulkarni +2
Deep Learning models are incredibly data-hungry and require very large labeled datasets for supervised learning. As a consequence, these models often suffer from overfitting, limit…
cs.LG2025
Attribution Regularization for Multimodal Paradigms
Sahiti Yerramilli, Jayant Sravan Tamarapalli, Jonathan Francis +1
Multimodal machine learning has gained significant attention in recent years due to its potential for integrating information from multiple modalities to enhance learning and decis…