Taesoo Jun

Adaptive Reconstruction and Deformable Attention for UAV Small-Object Detection

Detecting tiny objects in UAV imagery poses persistent challenges due to severe information loss during backbone downsampling, irregular target geometry, and the failure of global inference to resolve densely clustered micro-objects. We propose a three-component detection framework where each module addresses a specifi...

Quantum-Native Witness-Circuit Attestation Enabling Byzantine-Resistant Federated Error Mitigation Systems