Alex Graves
(6 articles)
One-Shot Learning
ML technique where a model learns information about object categories from a single training example.
Generality: 542
Gradient Clipping
A technique used to mitigate the exploding gradient problem during the training of neural networks by capping gradients to a specified value range.
Generality: 625
Sequence Model
Model designed to process and predict sequences of data, such as time series, text, or biological sequences.
Generality: 830
Sequence Prediction
Involves forecasting the next item(s) in a sequence based on the observed pattern of prior sequences.
Generality: 825
Sequential Models
Type of data models in AI where the arrangement of data points or events adhere to a specific order for predictive analysis and pattern recognition.
Generality: 815
xLSTM
Extended form of Long Short-Term Memory (LSTM), integrating enhancements for scalability and efficiency in DL models.
Generality: 675