32 citations · 68 across the 9 of their papers we have counts for
3 papers · 1 filter
Measuring Annotation Efficiency for Handwritten Devanagari Recognition: Sample-Complexity Curves for Four Pretraining Regimes
Manglesh Kumar Pandey, Sumit Kumar Banshal
To train handwritten text recognition systems we need word images and their corresponding transcriptions, and these transcriptions are produced manually. For a script that can be r…
EMFE: A lightweight, explainable machine learning framework for malaria cell classification
Md Abdullah Al Kafi, Walayat Hussain, Mousumi Karmakar +2
Automated malaria diagnosis from stained blood-smear microscopy is dominated by deep convolutional neural networks that are accurate but computationally expensive, poorly interpret…
Reasoning Over Recall: Evaluating the Efficacy of Generalist Architectures vs. Specialized Fine-Tunes in RAG-Based Mental Health Dialogue Systems
Md Abdullah Al Kafi, Raka Moni, Sumit Kumar Banshal
The deployment of Large Language Models (LLMs) in mental health counseling faces the dual challenges of hallucinations and lack of empathy. While the former may be mitigated by RAG…