431 citations · 799 across the 18 of their papers we have counts for
3 papers · 1 filter
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Daniela Massiceti, Luisa Zintgraf, John Bronskill +6
Object recognition has made great advances in the last decade, but predominately still relies on many high-quality training examples per object category. In contrast, learning new…
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis
Luisa M Zintgraf, Taco S Cohen, Tameem Adel +1
This article presents the prediction difference analysis method for visualizing the response of a deep neural network to a specific input. When classifying images, the method highl…
A New Method to Visualize Deep Neural Networks
Luisa M. Zintgraf, Taco S. Cohen, Max Welling
We present a method for visualising the response of a deep neural network to a specific input. For image data for instance our method will highlight areas that provide evidence in…