Alert button
Picture for Vanessa D'Amario

Vanessa D'Amario

Alert button

D3: Data Diversity Design for Systematic Generalization in Visual Question Answering

Sep 15, 2023
Amir Rahimi, Vanessa D'Amario, Moyuru Yamada, Kentaro Takemoto, Tomotake Sasaki, Xavier Boix

Viaarxiv icon

Transformer Module Networks for Systematic Generalization in Visual Question Answering

Jan 27, 2022
Moyuru Yamada, Vanessa D'Amario, Kentaro Takemoto, Xavier Boix, Tomotake Sasaki

Figure 1 for Transformer Module Networks for Systematic Generalization in Visual Question Answering
Figure 2 for Transformer Module Networks for Systematic Generalization in Visual Question Answering
Figure 3 for Transformer Module Networks for Systematic Generalization in Visual Question Answering
Figure 4 for Transformer Module Networks for Systematic Generalization in Visual Question Answering
Viaarxiv icon

The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions

Jul 13, 2021
Vanessa D'Amario, Sanjana Srivastava, Tomotake Sasaki, Xavier Boix

Figure 1 for The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions
Figure 2 for The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions
Figure 3 for The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions
Figure 4 for The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions
Viaarxiv icon

How Modular Should Neural Module Networks Be for Systematic Generalization?

Jun 15, 2021
Vanessa D'Amario, Tomotake Sasaki, Xavier Boix

Figure 1 for How Modular Should Neural Module Networks Be for Systematic Generalization?
Figure 2 for How Modular Should Neural Module Networks Be for Systematic Generalization?
Figure 3 for How Modular Should Neural Module Networks Be for Systematic Generalization?
Figure 4 for How Modular Should Neural Module Networks Be for Systematic Generalization?
Viaarxiv icon

Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks

Dec 21, 2019
Stephen Casper, Xavier Boix, Vanessa D'Amario, Ling Guo, Martin Schrimpf, Kasper Vinken, Gabriel Kreiman

Figure 1 for Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks
Figure 2 for Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks
Figure 3 for Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks
Figure 4 for Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks
Viaarxiv icon