semi-supervisedの検索結果1 - 4 件 / 4件

• あとで読む

  Semi supervised, weakly-supervised, unsupervised, and active learning

  • 14 users
  • www.slideshare.net/slideshow
  • テクノロジー
  • 2020/03/05

  An overview of semi supervised learning, weakly-supervised learning, unsupervised learning, and active learning. Focused on recent deep learning-based image recognition approaches.Read less

  • 機械学習

  
• あとで読む

  社内輪講資料 / semi-supervised learning

  • 5 users
  • speakerdeck.com/takarasawa_
  • テクノロジー
  • 2020/05/22

  2020.05.22 社内勉強会にて発表に使用した資料です。

  • 機械学習
  • あとで読む

  
• あとで読む

  FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

  • 4 users
  • arxiv.org
  • テクノロジー
  • 2020/01/29

  Semi-supervised learning (SSL) provides an effective means of leveraging unlabeled data to improve a model's performance. In this paper, we demonstrate the power of a simple combination of two common SSL methods: consistency regularization and pseudo-labeling. Our algorithm, FixMatch, first generates pseudo-labels using the model's predictions on weakly-augmented unlabeled images. For a given imag

  • Deep Learning
  • 論文
• あとで読む

  Wav2vec: Semi-supervised and Unsupervised Speech Recognition

  • 3 users
  • vaclavkosar.com
  • テクノロジー
  • 2021/07/04

  Word2vec for audio quantizes phonemes, transforms, GAN trains on text and audio from Facebook AI. JS disabled! Watch Wav2vec: Semi-supervised and Unsupervised Speech Recognition on Youtube Watch video "Wav2vec: Semi-supervised and Unsupervised Speech Recognition" Wav2vec is fascinating in that it combines several neural network architectures and methods: CNN, transformer, quantization, and GAN tra