Norwell
MetaReg: Towards Domain Generalization using Meta-Regularization
Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa
Neural Information Processing Systems http://nips.cc/
MetaGAN: An Adversarial Approach to Few-Shot Learning
Ruixiang ZHANG, Tong Che, Zoubin Ghahramani, Yoshua Bengio, Yangqiu Song
Neural Information Processing Systems http://nips.cc/
Task-Adaptive Neural Network Searchwith Meta-Contrastive Learning
Tobespecific, our 10 meta-testdatasetsinclude Histology, Drawing, Dessert, Chinese Characters, Speed Limit Signs, Alienvs Predator, Gemstones, and Dog Breeds. Thusweuse Mean Squared Error (MSE) scores.
Early stopping for kernel boosting algorithms: A general analysis with localized complexities
Yuting Wei, Fanny Yang, Martin J. Wainwright
Neural Information Processing Systems http://nips.cc/
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network
In particular, we conjecture and empirically illustrate that, the celebrated batch normalization (BN) technique actually adapts the "normalized" bias such that it approximates