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Author

Sukanya Bag

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Conference Jul 2026

MedQwen-VGR1: Multimodal Vision-Guided Reasoning Model for Med-VQA, Temporal Diagnosis and Drug Interaction Analysis in Medical Imaging and Pathology

MedQwen-VGR1 is a novel multimodal visionlanguage model (VLM) trained for medical visual question answering (Med-VQA), longitudinal temporal diagnosis, and drug interaction analysis across radiology and pathology imagery. The model undergoes a multi-stage training pipeline comprising: (1) Continuous Domain-Adaptive Pre...

Sukanya Bag, Subhadip Mandal, Ankit Sati et al. · 0 citations
Conference Jul 2026

An E2E Framework to Improve Agentic AI Using GRPO Reasoning and Continuous Memory Based Learning

This work proposes a reinforcement learning-based framework for fine-tuning and optimizing Small Language Models (SLMs) used in Agentic AI systems, with a focus on improving tool invocation and decision-making over complex, multi-step tasks. The framework targets both open-source and proprietary language models operati...

Subhadip Mandal, Shalini Mittal, Sukanya Bag et al. · 0 citations

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