aboutsummaryrefslogtreecommitdiff
path: root/report
diff options
context:
space:
mode:
Diffstat (limited to 'report')
-rw-r--r--report/paper.md19
1 files changed, 19 insertions, 0 deletions
diff --git a/report/paper.md b/report/paper.md
index 206963f..55a0a63 100644
--- a/report/paper.md
+++ b/report/paper.md
@@ -115,6 +115,7 @@ challenge and how they are specifically addressing. Is there the **mode collapse
# Inception Score
+
## Classifier Architecture Used
## Results
@@ -128,6 +129,24 @@ MNIST real testing set (10K), in comparison to the inception scores.
**Please measure and discuss the inception scores for the different hyper-parameters/tricks and/or
architectures in Q2.**
+We measure the performance of the considered GAN's using the Inecption score [@inception], as calculated
+with L2-Net logits.
+
+$$ \textrm{IS}(x) = \exp(\mathcal{E}_x \left( \textrm{KL} ( p(y\|x) \|\| p(y) ) \right) ) $$
+
+GAN type Inception Score (L2-Net)
+------------ -----------------------------
+MNIST(ref) 9.67
+cGAN 6.01
+cGAN+VB 6.2
+cGAN+LS 6.3
+cGAN+VB+LS 6.4
+cDCGAN+VB 6.5
+cDCGAN+LS 6.8
+cDCGAN+VB+LS 7.3
+
+
+
# Re-training the handwritten digit classifier
## Results