2 papers
cs.LG2026
Streaming Adversarial Robustness in Fuzzy ARTMAP: Mechanism-Aligned Evaluation, Progressive Training, and Interpretable Diagnostics
Shane Cairns, Leonardo Enzo Brito da Silva, Sasha Petrenko +2
Adversarial robustness has been studied extensively for offline deep networks, but less is known about strict single-pass streaming neural learners. This paper studies adversarial…
cs.CV2025
MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss
Jiali Zhang, Thomas S. White, Haoliang Zhang +3
Infrared imaging has emerged as a robust solution for urban object detection under low-light and adverse weather conditions, offering significant advantages over traditional visibl…