JP7559824B2 - 学習システム、学習方法、及びコンピュータプログラム - Google Patents

学習システム、学習方法、及びコンピュータプログラム Download PDF

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JP7559824B2
JP7559824B2 JP2022546767A JP2022546767A JP7559824B2 JP 7559824 B2 JP7559824 B2 JP 7559824B2 JP 2022546767 A JP2022546767 A JP 2022546767A JP 2022546767 A JP2022546767 A JP 2022546767A JP 7559824 B2 JP7559824 B2 JP 7559824B2
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layout
learning
training data
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JPWO2022049657A1 (https=
JPWO2022049657A5 (https=
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貴裕 戸泉
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NEC Corp
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NEC Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/103—Formatting, i.e. changing of presentation of documents
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0475—Generative networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/094—Adversarial learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/60—Creating or editing images; Combining images with text
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/387—Composing, repositioning or otherwise geometrically modifying originals

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Molecular Biology (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Processing Or Creating Images (AREA)
  • Editing Of Facsimile Originals (AREA)
  • Image Analysis (AREA)
JP2022546767A 2020-09-02 2020-09-02 学習システム、学習方法、及びコンピュータプログラム Active JP7559824B2 (ja)

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PCT/JP2020/033195 WO2022049657A1 (ja) 2020-09-02 2020-09-02 学習システム、学習方法、及びコンピュータプログラム

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JPWO2022049657A1 JPWO2022049657A1 (https=) 2022-03-10
JPWO2022049657A5 JPWO2022049657A5 (https=) 2023-05-12
JP7559824B2 true JP7559824B2 (ja) 2024-10-02

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JP (1) JP7559824B2 (https=)
WO (1) WO2022049657A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12220640B2 (en) * 2021-09-01 2025-02-11 Electronic Arts Inc. Generative interior design in video games
JP2024039974A (ja) 2022-09-12 2024-03-25 日本電気株式会社 レイアウト支援システム、レイアウト支援装置、情報蓄積装置、レイアウト支援方法、およびレイアウト支援プログラム

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190377849A1 (en) 2018-06-12 2019-12-12 International Business Machines Corporation Generative adversarial networks for generating physical design layout patterns
JP2020057381A (ja) 2018-09-28 2020-04-09 大日本印刷株式会社 情報処理装置、情報処理方法及びプログラム
US20200151508A1 (en) 2018-11-09 2020-05-14 Adobe Inc. Digital Image Layout Training using Wireframe Rendering within a Generative Adversarial Network (GAN) System

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190377849A1 (en) 2018-06-12 2019-12-12 International Business Machines Corporation Generative adversarial networks for generating physical design layout patterns
JP2020057381A (ja) 2018-09-28 2020-04-09 大日本印刷株式会社 情報処理装置、情報処理方法及びプログラム
US20200151508A1 (en) 2018-11-09 2020-05-14 Adobe Inc. Digital Image Layout Training using Wireframe Rendering within a Generative Adversarial Network (GAN) System

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JPWO2022049657A1 (https=) 2022-03-10
WO2022049657A1 (ja) 2022-03-10

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