2 papers
cs.LG2026
Generalizable IoT Traffic Representations for Cross-Network Device Identification
Arunan Sivanathan, David Warren, Deepak Mishra +8
Machine learning models have demonstrated strong performance in classifying network traffic and identifying Internet-of-Things (IoT) devices, enabling operators to discover and man…
cs.CL2025
Negative to Positive Co-learning with Aggressive Modality Dropout
Nicholas Magal, Minh Tran, Riku Arakawa +1
This paper aims to document an effective way to improve multimodal co-learning by using aggressive modality dropout. We find that by using aggressive modality dropout we are able t…