Search Results for author:
Found 2 papers, 1 papers with code
Stress Testing of Meta-learning Approaches for Few-shot Learning
Our results show a quick degradation in the performance of initialization strategies for ML (MAML, TAML, and MetaSGD), while surprisingly, approaches that use an optimization strategy (MetaLSTM) perform significantly better.
On Duality Gap as a Measure for Monitoring GAN Training
Further, we show that our estimate, with its ability to identify model convergence/divergence, is a potential performance measure that can be used to tune the hyperparameters of a GAN.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
