Alexander Campbell

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 11

Top Topics

Semantic Categories

Super Resolution

Structure Learning

Top Venues

Appl. Categorical Struct.

Publications

Alexander Campbell, Simeon Emilov Spasov, Nicola Toschi, Pietro Lio
DBGDGM: Dynamic Brain Graph Deep Generative Model. MIDL (2023)
Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti, Nicola Toschi, Pietro Lio
DBGSL: Dynamic Brain Graph Structure Learning. MIDL (2023)
Alexander Campbell, Simeon Spasov, Nicola Toschi, Pietro Liò
DBGDGM: Dynamic Brain Graph Deep Generative Model. CoRR (2023)
Tiago Azevedo, Alexander Campbell, Rafael Romero-Garcia, Luca Passamonti, Richard A. I. Bethlehem, Pietro Liò, Nicola Toschi
A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data. Medical Image Anal. 79 (2022)
Alexander Campbell, Lorena Qendro, Pietro Liò, Cecilia Mascolo
Robust and Efficient Uncertainty Aware Biosignal Classification via Early Exit Ensembles. ICASSP (2022)
Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti, Nicola Toschi, Pietro Liò
DBGSL: Dynamic Brain Graph Structure Learning. CoRR (2022)
Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo
High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm. CoRR (2021)
Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo
Early Exit Ensembles for Uncertainty Quantification. ML4H@NeurIPS (2021)
James King, Ramón Viñas Torné, Alexander Campbell, Pietro Liò
An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution. CoRR (2021)
Isaac Sebenius, Alexander Campbell, Sarah E. Morgan, Edward T. Bullmore, Pietro Liò
Multimodal Graph Coarsening for Interpretable, MRI-Based Brain Graph Neural Network. MLSP (2021)
Alexander Campbell
Skew-Enriched Categories. Appl. Categorical Struct. 26 (3) (2018)
Alexander Campbell, Anthony Cox
Scenario-Based Program Slicing. ECBS (2008)
Alexander Campbell, Erik Berglund, Alexander Streit
Graphics Hardware Implementation of the Parameter-Less Self-organising Map. IDEAL (2005)
Alexander Campbell, Binh Pham, Yu-Chu Tian
Mining Ecological Data with Cellular Automata. ACRI (2004)