2011, in 3 pieces
3 records · 0 notes
December 1
Quoc V. Le, Jeff Dean, Andrew Y. Ng et al. (Google Brain)
Building high-level features using large scale unsupervised learning
Showed that high-level concepts emerge from nothing more than large-scale unlabeled data and large-scale compute. A symbol of Google's investment in deep learning
August 1
Dan Ciresan et al. (IDSIA)
Multi-column deep neural network beats humans with 99.46% at IJCNN 2011 GTSRB
An officially recognized benchmark record of a neural network surpassing humans on a specific visual recognition task
January 1
Hervé Jégou et al. (INRIA)
Jégou et al. publish Product Quantization for Nearest Neighbor Search
The origin point of the IVF-PQ family. The compressed indexes of FAISS, ScaNN and most vector DBs descend directly from this paper
Embeddings & Vector SearchOfficial