PATENT CLAIM ANALYSIS

Application Number: 16137519
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-09
Patent Classification: ["341", "051000"]

Abstract:
A data compression apparatus is described which has an encoder configured to receive an input data item and to compress the data item into an encoding comprising a plurality of numerical values. The numerical values are grouped at least according to whether they relate to content of the input data item or style of the input data item. The encoder has been trained using a plurality of groups of training data items grouped according to the content and where training data items within individual ones of the groups vary with respect to the style. The encoder has been trained using a training objective which takes into account the groups.

Claim (Index 8):
The data compression apparatus of  claim 6  wherein the manipulator is configured to alter the numerical values of the encoding by one or more of: swapping values between two or more encodings, transferring values from one encoding to another, interpolating values from one encoding to another, scaling values of an encoding, transforming values of an encoding according to user input made in relation to a graphical representation of a multi-dimensional space of latent variables.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 2.05455
- Patent Class: 341.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15637977', '15816282', '15961454', '16022536', '12605245']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5170536067558975
- 35 USC 102 Novelty (BERT): 0.5551850984711675
- Combined Prediction Score: 0.5208667559274245
- Mean Citation Score: 185.43116
- Max Citation Score: 382.57803
- Similarity Product: 372.1790513323349

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test