Marcus de Carvalho

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Incremental Learning

Knowledge Transfer

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. ICDE (2024)
Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Graph Mining under Data scarcity. CoRR (2024)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. CoRR (2024)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan San
Class-Incremental Learning via Knowledge Amalgamation. CoRR (2022)
Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Reinforced Continual Learning for Graphs. CIKM (2022)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun
Class-Incremental Learning via Knowledge Amalgamation. ECML/PKDD (3) (2022)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
ACDC: Online unsupervised cross-domain adaptation. Knowl. Based Syst. 253 (2022)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation under Extreme Label Scarcity. CoRR (2022)
Appan Rakaraddi, Siew Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Reinforced Continual Learning for Graphs. CoRR (2022)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp
ACDC: Online Unsupervised Cross-Domain Adaptation. CoRR (2021)
Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu
ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CIKM (2019)
Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu
ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CoRR (2019)
Marcus de Carvalho, Mahardhika Pratama
Improving shallow neural network by compressing deep neural network. SSCI (2018)