Marcus de Carvalho

Reinforced Continual Learning for Graphs

Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 21 citations

Continual Learning, Incremental Learning, Graph Neural Networks +15

ATL: Autonomous Knowledge Transfer from Many Streaming Processes

Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie et al. · arXiv (Cornell University) · 2019 · 13 citations · Full text

Artificial Intelligence, Target Domain, Engineering +20

ACDC: Online unsupervised cross-domain adaptation

Marcus de Carvalho, Mahardhika Pratama, Jie Zhang et al. · Knowledge-Based Systems · 2022 · 12 citations

Artificial Intelligence, Machine Vision, Machine Learning +8

ATL

Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie et al. · 2019 · 11 citations

Artificial Intelligence, Target Domain, Engineering +12

Autonomous Cross Domain Adaptation Under Extreme Label Scarcity

Weiwei Weng, Mahardhika Pratama, Choiru Za’in et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 10 citations · Full text