239 citations · 253 across the 9 of their papers we have counts for
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cs.LG2021★ 1 cited
Discriminative Attribution from Counterfactuals
Nils Eckstein, Alexander S. Bates, Gregory S. X. E. Jefferis +1
We present a method for neural network interpretability by combining feature attribution with counterfactual explanations to generate attribution maps that highlight the most discr…
cs.CV2021
How Shift Equivariance Impacts Metric Learning for Instance Segmentation
Josef Lorenz Rumberger, Xiaoyan Yu, Peter Hirsch +6
Metric learning has received conflicting assessments concerning its suitability for solving instance segmentation tasks. It has been dismissed as theoretically flawed due to the sh…