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cs.CV2023★ 1 cited
Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression
Denis Kuznedelev, Soroush Tabesh, Kimia Noorbakhsh +4
Recent vision architectures and self-supervised training methods enable vision models that are extremely accurate and general, but come with massive parameter and computational cos…
cs.CV2022★ 1 cited
LPF-Defense: 3D Adversarial Defense based on Frequency Analysis
Hanieh Naderi, Kimia Noorbakhsh, Arian Etemadi +1
Although 3D point cloud classification has recently been widely deployed in different application scenarios, it is still very vulnerable to adversarial attacks. This increases the…