JPWO2021161823A1 - - Google Patents
Info
- Publication number
- JPWO2021161823A1 JPWO2021161823A1 JP2022500323A JP2022500323A JPWO2021161823A1 JP WO2021161823 A1 JPWO2021161823 A1 JP WO2021161823A1 JP 2022500323 A JP2022500323 A JP 2022500323A JP 2022500323 A JP2022500323 A JP 2022500323A JP WO2021161823 A1 JPWO2021161823 A1 JP WO2021161823A1
- Authority
- JP
- Japan
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
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Classifications
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- 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
- G06N3/0495—Quantised networks; Sparse networks; Compressed networks
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- 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
- G06N3/0455—Auto-encoder networks; Encoder-decoder networks
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- 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
- G06N3/0499—Feedforward networks
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- 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
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- 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
- G06N3/0895—Weakly supervised learning, e.g. semi-supervised or self-supervised learning
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- 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
- G06N3/0985—Hyperparameter optimisation; Meta-learning; Learning-to-learn
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2020023446 | 2020-02-14 | ||
| PCT/JP2021/003445 WO2021161823A1 (ja) | 2020-02-14 | 2021-02-01 | 判定装置、復元モデル生成方法、及びコンピュータプログラム |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPWO2021161823A1 true JPWO2021161823A1 (https=) | 2021-08-19 |
| JPWO2021161823A5 JPWO2021161823A5 (https=) | 2022-10-07 |
Family
ID=77292193
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022500323A Pending JPWO2021161823A1 (https=) | 2020-02-14 | 2021-02-01 |
Country Status (2)
| Country | Link |
|---|---|
| JP (1) | JPWO2021161823A1 (https=) |
| WO (1) | WO2021161823A1 (https=) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2025009062A1 (ja) * | 2023-07-04 | 2025-01-09 | 日本電気株式会社 | 学習装置および学習方法ならびに推定装置 |
| CN119671078B (zh) * | 2025-02-24 | 2025-07-22 | 长江三峡集团实业发展(北京)有限公司 | 一种流域植被恢复适宜阈值确定方法及装置 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019003615A (ja) * | 2017-04-27 | 2019-01-10 | ダッソー システムズＤａｓｓａｕｌｔ Ｓｙｓｔｅｍｅｓ | オートエンコーダの学習 |
| JP2019106111A (ja) * | 2017-12-14 | 2019-06-27 | キヤノン株式会社 | 情報処理装置、情報処理方法、及びプログラム |
| JP2019139482A (ja) * | 2018-02-09 | 2019-08-22 | 株式会社デンソーアイティーラボラトリ | 情報推定装置及び情報推定方法 |
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2021
- 2021-02-01 WO PCT/JP2021/003445 patent/WO2021161823A1/ja not_active Ceased
- 2021-02-01 JP JP2022500323A patent/JPWO2021161823A1/ja active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019003615A (ja) * | 2017-04-27 | 2019-01-10 | ダッソー システムズＤａｓｓａｕｌｔ Ｓｙｓｔｅｍｅｓ | オートエンコーダの学習 |
| JP2019106111A (ja) * | 2017-12-14 | 2019-06-27 | キヤノン株式会社 | 情報処理装置、情報処理方法、及びプログラム |
| JP2019139482A (ja) * | 2018-02-09 | 2019-08-22 | 株式会社デンソーアイティーラボラトリ | 情報推定装置及び情報推定方法 |
Non-Patent Citations (9)
| Title |
|---|
| SHUYUAN YANG ET AL.: ""Sparse Tensor Auto-Encoder for Saliency Detection"", IEEE ACCESS, vol. 8, JPN6024025617, 6 December 2019 (2019-12-06), US, pages 2924 - 2930, ISSN: 0005361181 * |
| 塚田 峰登、外２名: ""ＯＳＵＡＤ：ＦＰＧＡを用いたオンライン逐次学習型教師なし異常検知器"", 情報処理学会論文誌 コンピューティングシステム（ＡＣＳ）, vol. 12, no. 3, JPN6024025616, 29 July 2019 (2019-07-29), JP, pages 34 - 45, ISSN: 0005361180 * |
| 岡谷 貴之、齋藤 真樹: ""ディープラーニング"", 情報処理学会研究報告, vol. Vol.2013-CVIM-185, No.19, JPN6021012905, 15 February 2013 (2013-02-15), JP, pages 1 - 17, ISSN: 0005418265 * |
| 成田 穂、外２名: ""ＶＡＥを用いた金星の地形固定構造の検出"", 第２５回 画像センシングシンポジウム ＳＳＩＩ２０１９, JPN6024025615, 12 June 2019 (2019-06-12), JP, pages 1 - 6, ISSN: 0005418266 * |
| 森 雅也、外３名: ""ノイズに埋もれた微小信号波形の検出への変分オートエンコーダを用いた異常検知の応用"", ＦＩＴ２０１９ 第１８回情報科学技術フォーラム 講演論文集 第１分冊 選奨論文・一般論文, JPN6021012899, 20 August 2019 (2019-08-20), JP, pages 81 - 84, ISSN: 0005418260 * |
| 石川 眞澄: ""積層自己符号化器における人が理解できる深層学習を目指して"", 電子情報通信学会技術研究報告, vol. 118, no. 470, JPN6021012903, 25 February 2019 (2019-02-25), JP, pages 99 - 104, ISSN: 0005418263 * |
| 立花 亮介、外２名: ""深層学習における敵対的ネットワークによるラベル推定と半教師あり学習"", ２０１６年度 人工知能学会全国大会（第３０回）論文集, JPN6021012902, 6 June 2016 (2016-06-06), JP, pages 1 - 4, ISSN: 0005418262 * |
| 辰岡 鉄郎: ""第２章 オートエンコーダによる連続波形のリアルタイム異常検知に挑戦"", ＩＮＴＥＲＦＡＣＥ, vol. 44, no. 6, JPN6021012904, 1 June 2018 (2018-06-01), JP, pages 117 - 125, ISSN: 0005418264 * |
| 阿部 佑樹、外３名: ""画像キャプションに対する表現学習に向けた敵対的生成ネットワーク"", ２０１９年度人工知能学会全国大会（第３３回）, JPN6021012901, 4 June 2019 (2019-06-04), JP, pages 1 - 4, ISSN: 0005418261 * |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2021161823A1 (ja) | 2021-08-19 |
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