2 papers
cs.AI2025
The Confidence Paradox: Can LLM Know When It's Wrong
Sahil Tripathi, Md Tabrez Nafis, Imran Hussain +1
Document Visual Question Answering (DocVQA) models often produce overconfident or ethically misaligned responses, especially under uncertainty. Existing models like LayoutLMv3, UDO…
cs.LG2025
Federated Neural Architecture Search with Model-Agnostic Meta Learning
Xinyuan Huang, Jiechao Gao
Federated Learning (FL) often struggles with data heterogeneity due to the naturally uneven distribution of user data across devices. Federated Neural Architecture Search (NAS) ena…