Antonios Valkanas

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 13

Top Topics

Incremental Learning

Multiple Instance

Bayesian Learning

Image Categorization

Top Venues

IEEE Signal Process. Lett.

Publications

Boris N. Oreshkin, Antonios Valkanas, Félix G. Harvey, Louis-Simon Ménard, Florent Bocquelet, Mark J. Coates
Motion In-Betweening via Deep $\Delta$Δ-Interpolator. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Antonios Valkanas, Yuening Wang, Yingxue Zhang, Mark Coates
Personalized Negative Reservoir for Incremental Learning in Recommender Systems. CoRR (2024)
Antonios Valkanas, Boris N. Oreshkin, Mark Coates
MODL: Multilearner Online Deep Learning. CoRR (2024)
Soumyasundar Pal, Antonios Valkanas, Mark Coates
Population Monte Carlo With Normalizing Flow. IEEE Signal Process. Lett. 31 (2024)
Yuening Wang, Yingxue Zhang, Antonios Valkanas, Ruiming Tang, Chen Ma, Jianye Hao, Mark Coates
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. AAAI (2023)
Yuening Wang, Yingxue Zhang, Antonios Valkanas, Ruiming Tang, Chen Ma, Jianye Hao, Mark Coates
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. CoRR (2023)
Yitian Zhang, Florence Regol, Antonios Valkanas, Mark Coates
Contrastive Learning for Time Series on Dynamic Graphs. CoRR (2022)
Boris N. Oreshkin, Antonios Valkanas, Félix G. Harvey, Louis-Simon Ménard, Florent Bocquelet, Mark J. Coates
Motion Inbetweening via Deep Δ-Interpolator. CoRR (2022)
Antonios Valkanas, André-Walter Panzini, Mark Coates
Towards Bayesian Learning of the Architecture, Graph and Parameters for Graph Neural Networks. IEEECONF (2022)
Yitian Zhang, Florence Regol, Antonios Valkanas, Mark Coates
Contrastive Learning for Time Series on Dynamic Graphs. EUSIPCO (2022)
Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates
Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks. CoRR (2022)
Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks. AAAI (2022)
Antonios Valkanas, Florence Regol, Mark Coates
Learning from Networks of Distributions. ACSSC (2020)
Konstantinos Ntagkounakis, Panagiotis I. Dallas, Bayan S. Sharif, Antonios Valkanas
Adaptive TDD Synchronisation for WIMAX Access Networks. IET Commun. 1 (6) (2007)