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Fix the total_variation citation #270

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2 changes: 1 addition & 1 deletion lucid/optvis/objectives.py
Original file line number Diff line number Diff line change
Expand Up @@ -241,7 +241,7 @@ def total_variation(layer="input"):
"""Total variation of image (or activations at some layer).

This operation is most often used as a penalty to reduce noise.
See Simonyan, et al., 2014.
See Mahendran, V. 2014. Understanding Deep Image Representations by Inverting Them.
"""
return lambda T: tf.image.total_variation(T(layer))

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