3 papers
cs.CV2026
Scaling Vision Language Models for Pharmaceutical Long Form Video Reasoning on Industrial GenAI Platform
Suyash Mishra, Qiang Li, Srikanth Patil +2
Vision Language Models (VLMs) have shown strong performance on multimodal reasoning tasks, yet most evaluations focus on short videos and assume unconstrained computational resourc…
cs.IR2026
Finder: A Multimodal AI-Powered Search Framework for Pharmaceutical Data Retrieval
Suyash Mishra, Srikanth Patil, Satyanarayan Pati +2
AI is transforming pharmaceutical search, where traditional systems struggle with multimodal content and manual curation. Finder is a scalable AI-powered framework that unifies ret…
cs.IR2025
Dimension vs. Precision: A Comparative Analysis of Autoencoders and Quantization for Efficient Vector Retrieval on BEIR SciFact
Satyanarayan Pati
Dense retrieval models have become a standard for state-of-the-art information retrieval. However, their high-dimensional, high-precision (float32) vector embeddings create signifi…