2 papers
cs.CV2026
SmoGVLM: A Small, Graph-enhanced Vision-Language Model
Debjyoti Mondal, Rituraj Singh, Subhadarshi Panda
Large vision-language models (VLMs) achieve strong performance on multimodal tasks but often suffer from hallucination and poor grounding in knowledge-intensive reasoning. We propo…
cs.CL2026
Can Safety Emerge from Weak Supervision? A Systematic Analysis of Small Language Models
Punyajoy Saha, Sudipta Halder, Debjyoti Mondal +1
Safety alignment is critical for deploying large language models (LLMs) in real-world applications, yet most existing approaches rely on large human-annotated datasets and static r…