2 papers
cs.CV2025
CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
Behnam Raoufi, Hossein Sharify, Mohamad Mahdee Ramezanee +2
Conventional object detectors rely on cross-entropy classification, which can be vulnerable to class imbalance and label noise. We propose CLIP-Joint-Detect, a simple and detector-…
cs.SD2025
Ensemble-Guided Distillation for Compact and Robust Acoustic Scene Classification on Edge Devices
Hossein Sharify, Behnam Raoufi, Mahdy Ramezani +2
We present a compact, quantization-ready acoustic scene classification (ASC) framework that couples an efficient student network with a learned teacher ensemble and knowledge disti…