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Disentangled Representation Learning on Parametric Model (test)
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1.769
NLL
DisCoVR
1.76736
1.77843
1.7895
1.80057
Jun 20, 2025
NLL
DKL(qz|x || pz|x)
DKL(qw|x,y || pw|x,y)
Delta - Bayes
Updated 17d ago
Evaluation Results
Method
Method
Links
NLL
DKL(qz|x || pz|x)
DKL(qw|x,y || pw|x,y)
Delta - Bayes
DisCoVR
2025.06
1.769
0.17
10.1
0.1
HCSVAE
adversarial_training=true
2025.06
1.77
3.99
26.25
24.99
HCSVAE No Adv.
adversarial_training=f...
2025.06
1.784
4.01
25.82
24.99
CCVAE
2025.06
1.785
1.77
12.95
3.57
CSVAE
adversarial_training=true
2025.06
1.786
2.85
23.98
24.33
DIVA
2025.06
1.788
3.21
12.88
3.51
CSVAE No Adv.
adversarial_training=f...
2025.06
1.81
6.65
23.61
24.83
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