Vanessa D'Amario

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Kernel Learning

Temporal Dependencies

Question Answering

Top Venues

Publications

Amir Rahimi, Vanessa D'Amario, Moyuru Yamada, Kentaro Takemoto, Tomotake Sasaki, Xavier Boix
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering. Trans. Mach. Learn. Res. 2024 (2024)
Amir Rahimi, Vanessa D'Amario, Moyuru Yamada, Kentaro Takemoto, Tomotake Sasaki, Xavier Boix
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering. CoRR (2023)
Vanessa D'Amario, Sanjana Srivastava, Tomotake Sasaki, Xavier Boix
The Data Efficiency of Deep Learning Is Degraded by Unnecessary Input Dimensions. Frontiers Comput. Neurosci. 16 (2022)
Moyuru Yamada, Vanessa D'Amario, Kentaro Takemoto, Xavier Boix, Tomotake Sasaki
Transformer Module Networks for Systematic Generalization in Visual Question Answering. CoRR (2022)
Vanessa D'Amario, Tomotake Sasaki, Xavier Boix
How Modular should Neural Module Networks Be for Systematic Generalization? NeurIPS (2021)
Stephen Casper, Xavier Boix, Vanessa D'Amario, Ling Guo, Martin Schrimpf, Kasper Vinken, Gabriel Kreiman
Frivolous Units: Wider Networks Are Not Really That Wide. AAAI (2021)
Vanessa D'Amario, Tomotake Sasaki, Xavier Boix
How Modular Should Neural Module Networks Be for Systematic Generalization? CoRR (2021)
Vanessa D'Amario, Sanjana Srivastava, Tomotake Sasaki, Xavier Boix
The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions. CoRR (2021)
Stephen Casper, Xavier Boix, Vanessa D'Amario, Ling Guo, Martin Schrimpf, Kasper Vinken, Gabriel Kreiman
Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks. CoRR (2019)
Vanessa D'Amario, Gabriele Arnulfo, Lino Nobili, Annalisa Barla
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings. CIBB (2018)
Vanessa D'Amario, Federico Tomasi, Veronica Tozzo, Gabriele Arnulfo, Annalisa Barla, Lino Nobili
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy. MLHC (2018)
Veronica Tozzo, Vanessa D'Amario, Annalisa Barla
Hey there's DALILA: a DictionAry LearnIng LibrAry. ICCSW (2017)