List your company

Image Generation on Simpsons character faces K=100 d=4,096 (train)

0N ScoreBootstrap (replay)
-0.006360.036570.07950.12243Mar 6, 2026

Evaluation results

MethodLinks
Bootstrap (replay)K=100, d=4,096, beta=10,000, SNR=0.1102026.0300.1170.5
Gaussian perturbationK=100, d=4,096, beta=10,000, SNR=0.1102026.030.0040.1240.496
Random convex combinationK=100, d=4,096, beta=10,000, SNR=0.1102026.030.0180.0010.482
MALAK=100, d=4,096, beta=10,000, SNR=0.110, acceptance rate=> 99%2026.030.1570.2890.296
Stochastic attentionK=100, d=4,096, beta=10,000, SNR=0.1102026.030.1590.2930.293