Vanessa D'Amario

According to our database1, Vanessa D'Amario authored at least 11 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering.
Trans. Mach. Learn. Res., 2024

2022
The Data Efficiency of Deep Learning Is Degraded by Unnecessary Input Dimensions.
Frontiers Comput. Neurosci., 2022

Transformer Module Networks for Systematic Generalization in Visual Question Answering.
CoRR, 2022

2021
The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions.
CoRR, 2021

How Modular should Neural Module Networks Be for Systematic Generalization?
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Frivolous Units: Wider Networks Are Not Really That Wide.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Machine Learning for Understanding Focal Epilepsy.
PhD thesis, 2020

2019
Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks.
CoRR, 2019

2018
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy.
Proceedings of the Machine Learning for Healthcare Conference, 2018

Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018

2017
Hey there's DALILA: a DictionAry LearnIng LibrAry.
Proceedings of the 2017 Imperial College Computing Student Workshop, 2017


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