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cs.LG2024
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…
cs.CV2024
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…