2 papers
cs.CV2026
General vs Domain-Specific CNNs: Understanding Pretraining Effects on Brain MRI Tumor Classification
Helia Abedini, Saba Rahimi, Reza Vaziri
The accurate identification of brain tumors from magnetic resonance imaging (MRI) is essential for timely diagnosis and effective therapeutic intervention. While deep convolutional…
cs.CL2025
Continual Learning of Domain Knowledge from Human Feedback in Text-to-SQL
Thomas Cook, Kelly Patel, Sivapriya Vellaichamy +4
Large Language Models (LLMs) can generate SQL queries from natural language questions but struggle with database-specific schemas and tacit domain knowledge. We introduce a framewo…