Author

Călin-Adrian Popa

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

Privacy-Preserving Federated Learning with Layer 2 Blockchain Anchoring for Auditable Clinical Trial Eligibility Screening

Matching patients to clinical trials with large language models is technically feasible, but the prevailing methodology fine-tunes commercial models through external interfaces, transmitting sensitive patient records to third parties, and the resulting screening decisions lack a record that an external auditor can veri...

A. Artenie, C. Morar, Călin-Adrian Popa et al. · Applied Sciences · 0 citations

Jul 2026

JEPADepth: Masked Predictive Representation Learning for Self-Supervised Monocular Depth Estimation

JEPADepth is competitive with state-of-the-art transformer-based approaches and outperforms strong CNN-based baselines on the standard benchmark and achieves the best or near-best performance among the compared methods on both Make3D and Cityscapes across multiple metrics.

Ionuta Grigore, Călin-Adrian Popa · arXiv.org · 0 citations