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Add noise to inputs, decay over time #23

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gauravmm opened this issue Mar 21, 2017 · 1 comment
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Add noise to inputs, decay over time #23

gauravmm opened this issue Mar 21, 2017 · 1 comment
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ganhacks wontfix
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GanHacks round 1

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@gauravmm
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Add some artificial noise to inputs to D (Arjovsky et. al., Huszar, 2016)
http://www.inference.vc/instance-noise-a-trick-for-stabilising-gan-training/
https://openreview.net/forum?id=Hk4_qw5xe
adding gaussian noise to every layer of generator (Zhao et. al. EBGAN)
Improved GANs: OpenAI code also has it (commented out)
@gauravmm gauravmm added this to the Kickoff Draft 2 milestone Mar 21, 2017
@gauravmm gauravmm self-assigned this Mar 21, 2017
@gauravmm gauravmm modified the milestones: Kickoff Draft 2, GanHacks, GanHacks round 1 Mar 22, 2017
@gauravmm
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"Add some artificial noise to inputs to D (Arjovsky et. al., Huszar, 2016)
http://www.inference.vc/instance-noise-a-trick-for-stabilising-gan-training/"
Already resolved in #16

Abandoning this because additional work here: https://github.com/shekkizh/EBGAN.tensorflow
is not encouraging.

@gauravmm gauravmm mentioned this issue Mar 29, 2017
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