2 papers
cs.CL2026
One Supervisor, Many Modalities: Adaptive Tool Orchestration for Autonomous Queries
Mayank Saini, Arit Kumar Bishwas
We present an agentic AI framework for autonomous multimodal query processing that coordinates specialized tools across text, image, audio, video, and document modalities. A centra…
cs.CL2025
Towards Resource-Efficient Multimodal Intelligence: Learned Routing among Specialized Expert Models
Mayank Saini, Arit Kumar Bishwas
As AI moves beyond text, large language models (LLMs) increasingly power vision, audio, and document understanding; however, their high inference costs hinder real-time, scalable d…