2 papers
cs.LG2025
Self-Supervised Neural Architecture Search for Multimodal Deep Neural Networks
Shota Suzuki, Satoshi Ono
Neural architecture search (NAS), which automates the architectural design process of deep neural networks (DNN), has attracted increasing attention. Multimodal DNNs that necessita…
cs.CV2025
Projection-based Adversarial Attack using Physics-in-the-Loop Optimization for Monocular Depth Estimation
Takeru Kusakabe, Yudai Hirose, Mashiho Mukaida +1
Deep neural networks (DNNs) remain vulnerable to adversarial attacks that cause misclassification when specific perturbations are added to input images. This vulnerability also thr…