• TADAM

  • Referenced in 1 article [sw41279]
  • dependent adaptive metric for improved few-shot learning. Few-shot learning has become essential ... important to improve the performance of few-shot algorithms. Our analysis reveals that simple metric ... scaling completely changes the nature of few-shot algorithm parameter updates. Metric scaling provides improvements ... task-dependent metric space. The resulting few-shot learning model based on the task-dependent...
  • learn2learn

  • Referenced in 1 article [sw34913]
  • techniques (e.g. meta-descent, meta-reinforcement learning, few-shot learning), and builds standardized interfaces...
  • RLBench

  • Referenced in 1 article [sw35086]
  • geometric computer vision, and in particular, few-shot learning...
  • LCNN

  • Referenced in 1 article [sw39591]
  • weights in CNNs. Training LCNN involves jointly learning a dictionary and a small ... show the benefits of LCNN in few-shot learning and few-iteration learning, two crucial...
  • Torchmeta

  • Referenced in 3 articles [sw30740]
  • enables seamless and consistent evaluation of meta-learning algorithms on multiple datasets, by providing data ... most of the standard benchmarks in few-shot classification and regression, with a new meta ... development of models compatible with meta-learning algorithms. The code is available here: https://github.com...
  • WordNet

  • Referenced in 411 articles [sw01777]
  • WordNet® is a large lexical database of English...
  • MNIST

  • Referenced in 289 articles [sw12859]
  • THE MNIST DATABASE of handwritten digits. The MNIST...
  • ML-KNN

  • Referenced in 74 articles [sw12923]
  • Ml-knn: A lazy learning approach to multi...
  • Python

  • Referenced in 2091 articles [sw14460]
  • Python is a widely used high-level, general...
  • Caffe

  • Referenced in 78 articles [sw17850]
  • Caffe is a deep learning framework made with...
  • DeCAF

  • Referenced in 28 articles [sw17856]
  • DeCAF: A Deep Convolutional Activation Feature for Generic...
  • CIFAR

  • Referenced in 167 articles [sw17861]
  • The CIFAR-10 and CIFAR-100 are labeled...
  • PyTorch

  • Referenced in 426 articles [sw20939]
  • PyTorch python package: Tensors and Dynamic neural networks...
  • ImageNet

  • Referenced in 667 articles [sw21105]
  • ImageNet is an image dataset organized according to...
  • Adam

  • Referenced in 892 articles [sw22205]
  • Adam: A Method for Stochastic Optimization. We introduce...
  • t-SNE

  • Referenced in 176 articles [sw22300]
  • Visualizing Data using t-SNE. We present a...
  • Travis CI

  • Referenced in 21 articles [sw22960]
  • Travis CI: Free Hosted Continuous Integration Platform for...
  • GitHub

  • Referenced in 2766 articles [sw23170]
  • GitHub (originally known as Logical Awesome LLC)[3...