Suman Banerjee

TINY BUT MIGHTY: A SOFTWARE-HARDWARE CO- DESIGN APPROACH FOR EFFICIENT MULTIMODAL IN- FERENCE ON BATTERY-POWERED SMALL DEVICES

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

LLM as a Classifier: Leveraging Large Language Models for Text and Vision Classification

PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS

Zoomer: Enhancing MLLM Performance with Adaptive Image Focus Optimization