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cs.CV2022★ 1 cited
Cycle-Consistent Counterfactuals by Latent Transformations
Saeed Khorram, Li Fuxin
CounterFactual (CF) visual explanations try to find images similar to the query image that change the decision of a vision system to a specified outcome. Existing methods either re…
cs.CV2019
Visualizing Deep Networks by Optimizing with Integrated Gradients
Zhongang Qi, Saeed Khorram, Li Fuxin
Understanding and interpreting the decisions made by deep learning models is valuable in many domains. In computer vision, computing heatmaps from a deep network is a popular appro…