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cs.CV2025
HueManity: Probing Fine-Grained Visual Perception in MLLMs
Rynaa Grover, Jayant Sravan Tamarapalli, Sahiti Yerramilli +1
Recent Multimodal Large Language Models (MLLMs) demonstrate strong high-level visual reasoning on tasks such as visual question answering and image captioning. Yet existing benchma…
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…