Difference between revisions of "Patent Trends by Technology"

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==Top Technology Trends in Generative AI Patent Applications==
 
==Top Technology Trends in Generative AI Patent Applications==
−
TBA
+
 
 +
== CPC Codes ==
 +
* G06N20/00
 +
** Count: 382
 +
** Example: SYSTEMS AND METHODS FOR DECOMPOSITION OF DIFFERENTIABLE AND NON-DIFFERENTIABLE MODELS
 +
* G06N3/08
 +
** Count: 318
 +
** Example: PREDICTIVE MODELING OF A MANUFACTURING PROCESS USING A SET OF TRAINED INVERTED MODELS
 +
* G06N3/084
 +
** Count: 52
 +
** Example: Image Quality Assessment Using Similar
 +
Scenes as Reference
 +
* G06N20/20
 +
** Count: 51
 +
** Example: Explainable Artificial Intelligence Toolset for Extracting Logic Inherent in Machine Learning Models
 +
* G06N3/082
 +
** Count: 49
 +
** Example: NEURAL NETWORK CONSTRUCTION DEVICE, NEURAL NETWORK CONSTRUCTION METHOD, IMAGE PROCESSING DEVICE, AND IMAGE PROCESSING METHOD
 +
* G06N5/04
 +
** Count: 33
 +
** Example: HIERARCHICAL TOURNAMENT-BASED MACHINE LEARNING PREDICTIONS
 +
* G06T11/00
 +
** Count: 17
 +
** Example: IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, STORAGE MEDIUM, IMAGE PROCESSING SYSTEM, METHOD OF GENERATING MACHINE LEARNING MODEL, AND LEARNING APPARATUS
 +
* G06N3/088
 +
** Count: 16
 +
** Example: SYSTEMS AND METHODS FOR CONTINUAL UPDATING OF RESPONSE GENERATION BY AN ARTIFICIAL INTELLIGENCE CHATBOT
 +
* G06T11/006
 +
** Count: 15
 +
** Example: MULTILAYER PERCEPTRON FOR ML IMAGE RECONSTRUCTION
 +
* G06T11/001
 +
** Count: 14
 +
** Example: Techniques for Reducing Distractions in an Image
 +
* G06N3/006
 +
** Count: 11
 +
** Example: SYSTEM AND METHOD OF SELF-LEARNING FROM AN AUTOMATIC QUERY RESPONSE GENERATOR USING MACHINE LEARNING MODEL
 +
* G06N3/10
 +
** Count: 11
 +
** Example: MODELING METHOD OF NEURAL NETWORK FOR SIMULATION IN SEMICONDUCTOR DESIGN PROCESS, SIMULATION METHOD IN SEMICONDUCTOR DESIGN PROCESS USING THE SAME, MANUFACTURING METHOD OF SEMICONDUCTOR DEVICE USING THE SAME, AND SEMICONDUCTOR DESIGN SYSTEM PERFORMING THE SAME
 +
* G06N5/045
 +
** Count: 9
 +
** Example: INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND PROGRAM
 +
* G06T11/008
 +
** Count: 8
 +
** Example: SYSTEM AND METHOD FOR PET-CT IMAGE ARTIFACT EVALUATION AND CORRECTION
 +
* G06N3/086
 +
** Count: 7
 +
** Example: MULTI-TASK NEURAL NETWORKS WITH TASK-SPECIFIC PATHS
 +
* G06T11/005
 +
** Count: 7
 +
** Example: METHOD FOR IMAGE RECONSTRUCTION, COMPUTER DEVICE AND STORAGE MEDIUM
 +
* G06N3/0895
 +
** Count: 6
 +
** Example: UNKNOWN-CLASS (OUT-OF-DISTRIBUTION) DATA DETECTION IN MACHINE LEARNING MODELS
 +
* G06N3/02
 +
** Count: 6
 +
** Example: DATA VOLUME DETERMINATION FOR SURGICAL MACHINE LEARNING APPLICATIONS
 +
* G06N20/10
 +
** Count: 4
 +
** Example: METHODS, APPARATUSES, AND SYSTEMS FOR MULTI-PARTY COLLABORATIVE MODEL UPDATING FOR PRIVACY PROTECTION
 +
* G06N5/046
 +
** Count: 4
 +
** Example: TRANSLATION-BASED ALGORITHM FOR GENERATING GLOBAL AND EFFICIENT COUNTERFACTUAL EXPLANATIONS IN ARTIFICIAL INTELLIGENCE
 +
* G06N5/003
 +
** Count: 4
 +
** Example: OPTIMAL CONSTRAINED MULTIWAY SPLIT CLASSIFICATION TREE
 +
* G06N5/043
 +
** Count: 3
 +
** Example: DOMAIN-CUSTOMIZABLE MODELS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS
 +
* G06T11/003
 +
** Count: 3
 +
** Example: SYSTEMS AND METHODS ASSOCIATED WITH BREAST TOMOSYNTHESIS
 +
* G06N5/048
 +
** Count: 2
 +
** Example: Reinforcement Learning-Based Semantic Method and System
 +
* G06N7/005
 +
** Count: 2
 +
** Example: DETERMINING INTENT BASED ON USER INTERACTION DATA
 +
* G10L13/00
 +
** Count: 1
 +
** Example: CUSTOMIZING TEXT-TO-SPEECH LANGUAGE MODELS USING ADAPTERS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS
 +
* G06N5/042
 +
** Count: 1
 +
** Example: AUTOMATIC DEPENDENT SURVEILLANCE BROADCAST (ADS-B) SYSTEM PROVIDING ANOMALY DETECTION AND RELATED METHODS
 +
 
 +
First 10 CPC codes:
 +
 
 +
  G06N3/08: 318 patents, Example: PREDICTIVE MODELING OF A MANUFACTURING PROCESS USING A SET OF TRAINED INVERTED MODELS
 +
  G06N3/084: 52 patents, Example: Image Quality Assessment Using Similar
 +
 
 +
Scenes as Reference
 +
  G06N3/086: 7 patents, Example: MULTI-TASK NEURAL NETWORKS WITH TASK-SPECIFIC PATHS
 +
  G06N3/0895: 6 patents, Example: UNKNOWN-CLASS (OUT-OF-DISTRIBUTION) DATA DETECTION IN MACHINE LEARNING MODELS
 +
  G06N5/043: 3 patents, Example: DOMAIN-CUSTOMIZABLE MODELS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS
 +
  G06N20/00: 382 patents, Example: SYSTEMS AND METHODS FOR DECOMPOSITION OF DIFFERENTIABLE AND NON-DIFFERENTIABLE MODELS
 +
  G06N20/20: 51 patents, Example: Explainable Artificial Intelligence Toolset for Extracting Logic Inherent in Machine Learning Models
 +
  G06T11/00: 17 patents, Example: IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, STORAGE MEDIUM, IMAGE PROCESSING SYSTEM, METHOD OF GENERATING MACHINE LEARNING MODEL, AND LEARNING APPARATUS
 +
  G06T11/001: 14 patents, Example: Techniques for Reducing Distractions in an Image
 +
  G06T11/008: 8 patents, Example: SYSTEM AND METHOD FOR PET-CT IMAGE ARTIFACT EVALUATION AND CORRECTION

Revision as of 06:51, 11 July 2024

Patent Trends by Technology in 2024

Generative AI

Top Organizations Filing Generative AI Patent Applications up until 11 Jul 2024

Top Organizations Filing Generative AI Patent Applications up until 11 Jul 2024


Top Technology Trends in Generative AI Patent Applications

CPC Codes

  • G06N20/00
    • Count: 382
    • Example: SYSTEMS AND METHODS FOR DECOMPOSITION OF DIFFERENTIABLE AND NON-DIFFERENTIABLE MODELS
  • G06N3/08
    • Count: 318
    • Example: PREDICTIVE MODELING OF A MANUFACTURING PROCESS USING A SET OF TRAINED INVERTED MODELS
  • G06N3/084
    • Count: 52
    • Example: Image Quality Assessment Using Similar

Scenes as Reference

  • G06N20/20
    • Count: 51
    • Example: Explainable Artificial Intelligence Toolset for Extracting Logic Inherent in Machine Learning Models
  • G06N3/082
    • Count: 49
    • Example: NEURAL NETWORK CONSTRUCTION DEVICE, NEURAL NETWORK CONSTRUCTION METHOD, IMAGE PROCESSING DEVICE, AND IMAGE PROCESSING METHOD
  • G06N5/04
    • Count: 33
    • Example: HIERARCHICAL TOURNAMENT-BASED MACHINE LEARNING PREDICTIONS
  • G06T11/00
    • Count: 17
    • Example: IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, STORAGE MEDIUM, IMAGE PROCESSING SYSTEM, METHOD OF GENERATING MACHINE LEARNING MODEL, AND LEARNING APPARATUS
  • G06N3/088
    • Count: 16
    • Example: SYSTEMS AND METHODS FOR CONTINUAL UPDATING OF RESPONSE GENERATION BY AN ARTIFICIAL INTELLIGENCE CHATBOT
  • G06T11/006
    • Count: 15
    • Example: MULTILAYER PERCEPTRON FOR ML IMAGE RECONSTRUCTION
  • G06T11/001
    • Count: 14
    • Example: Techniques for Reducing Distractions in an Image
  • G06N3/006
    • Count: 11
    • Example: SYSTEM AND METHOD OF SELF-LEARNING FROM AN AUTOMATIC QUERY RESPONSE GENERATOR USING MACHINE LEARNING MODEL
  • G06N3/10
    • Count: 11
    • Example: MODELING METHOD OF NEURAL NETWORK FOR SIMULATION IN SEMICONDUCTOR DESIGN PROCESS, SIMULATION METHOD IN SEMICONDUCTOR DESIGN PROCESS USING THE SAME, MANUFACTURING METHOD OF SEMICONDUCTOR DEVICE USING THE SAME, AND SEMICONDUCTOR DESIGN SYSTEM PERFORMING THE SAME
  • G06N5/045
    • Count: 9
    • Example: INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND PROGRAM
  • G06T11/008
    • Count: 8
    • Example: SYSTEM AND METHOD FOR PET-CT IMAGE ARTIFACT EVALUATION AND CORRECTION
  • G06N3/086
    • Count: 7
    • Example: MULTI-TASK NEURAL NETWORKS WITH TASK-SPECIFIC PATHS
  • G06T11/005
    • Count: 7
    • Example: METHOD FOR IMAGE RECONSTRUCTION, COMPUTER DEVICE AND STORAGE MEDIUM
  • G06N3/0895
    • Count: 6
    • Example: UNKNOWN-CLASS (OUT-OF-DISTRIBUTION) DATA DETECTION IN MACHINE LEARNING MODELS
  • G06N3/02
    • Count: 6
    • Example: DATA VOLUME DETERMINATION FOR SURGICAL MACHINE LEARNING APPLICATIONS
  • G06N20/10
    • Count: 4
    • Example: METHODS, APPARATUSES, AND SYSTEMS FOR MULTI-PARTY COLLABORATIVE MODEL UPDATING FOR PRIVACY PROTECTION
  • G06N5/046
    • Count: 4
    • Example: TRANSLATION-BASED ALGORITHM FOR GENERATING GLOBAL AND EFFICIENT COUNTERFACTUAL EXPLANATIONS IN ARTIFICIAL INTELLIGENCE
  • G06N5/003
    • Count: 4
    • Example: OPTIMAL CONSTRAINED MULTIWAY SPLIT CLASSIFICATION TREE
  • G06N5/043
    • Count: 3
    • Example: DOMAIN-CUSTOMIZABLE MODELS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS
  • G06T11/003
    • Count: 3
    • Example: SYSTEMS AND METHODS ASSOCIATED WITH BREAST TOMOSYNTHESIS
  • G06N5/048
    • Count: 2
    • Example: Reinforcement Learning-Based Semantic Method and System
  • G06N7/005
    • Count: 2
    • Example: DETERMINING INTENT BASED ON USER INTERACTION DATA
  • G10L13/00
    • Count: 1
    • Example: CUSTOMIZING TEXT-TO-SPEECH LANGUAGE MODELS USING ADAPTERS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS
  • G06N5/042
    • Count: 1
    • Example: AUTOMATIC DEPENDENT SURVEILLANCE BROADCAST (ADS-B) SYSTEM PROVIDING ANOMALY DETECTION AND RELATED METHODS

First 10 CPC codes: 

 G06N3/08: 318 patents, Example: PREDICTIVE MODELING OF A MANUFACTURING PROCESS USING A SET OF TRAINED INVERTED MODELS
 G06N3/084: 52 patents, Example: Image Quality Assessment Using Similar

Scenes as Reference 

 G06N3/086: 7 patents, Example: MULTI-TASK NEURAL NETWORKS WITH TASK-SPECIFIC PATHS
 G06N3/0895: 6 patents, Example: UNKNOWN-CLASS (OUT-OF-DISTRIBUTION) DATA DETECTION IN MACHINE LEARNING MODELS
 G06N5/043: 3 patents, Example: DOMAIN-CUSTOMIZABLE MODELS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS
 G06N20/00: 382 patents, Example: SYSTEMS AND METHODS FOR DECOMPOSITION OF DIFFERENTIABLE AND NON-DIFFERENTIABLE MODELS
 G06N20/20: 51 patents, Example: Explainable Artificial Intelligence Toolset for Extracting Logic Inherent in Machine Learning Models
 G06T11/00: 17 patents, Example: IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, STORAGE MEDIUM, IMAGE PROCESSING SYSTEM, METHOD OF GENERATING MACHINE LEARNING MODEL, AND LEARNING APPARATUS
 G06T11/001: 14 patents, Example: Techniques for Reducing Distractions in an Image
 G06T11/008: 8 patents, Example: SYSTEM AND METHOD FOR PET-CT IMAGE ARTIFACT EVALUATION AND CORRECTION
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