AED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptationby Heqi Peng, Yunhong Wang,…
Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learningby Ting-Ruen Wei, Michele Hell, Dang…
Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learningby Cassio…
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial…
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Seriesby Zahra Zamanzadeh Darban,…
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregationby Mattia Litrico, Davide Talon, Sebastiano…
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transportby Eduardo Fernandes…
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategiesby Shengding Hu, Yuge…
Self-Labeling in Multivariate Causality and Quantification for Adaptive Machine Learningby Yutian Ren, Aaron Haohua Yen,…
Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictionsby Muhammad Tanzil Furqon, Mahardhika Pratama, Lin…