Table 3 Hyperparameters for Pareto MTL
pre-epochs | pre-lr | pre-adv-epochs | pre-adv-lr | epochs | lr | adv-epochs | adv-lr | MMD bandwidths | |
|---|---|---|---|---|---|---|---|---|---|
TM-MARROW | |||||||||
Pareto MTL with MINE | 200 | \(1e{-}3\) | 400 | \(5e{-}5\) | 150 | \(1e{-}3\) | 1 | \(5e{-}5\) | NA |
Pareto MTL with MMD | 200 | \(1e{-}3\) | NA | NA | 250 | \(1e{-}3\) | NA | NA | 1,2,5,8,10 |
MACAQUE-RETINA | |||||||||
Pareto MTL with MINE | 150 | \(1e{-}3\) | 400 | \(5e{-}5\) | 150 | \(1e{-}3\) | 1 | \(5e{-}5\) | NA |
Pareto MTL with MMD | 150 | \(1e{-}3\) | NA | NA | 250 | \(1e{-}3\) | NA | NA | 1,2,5,8,10 |