EP3977364A4 - Procédé et dispositif de traitement pour entraîner un réseau neuronal - Google Patents
Procédé et dispositif de traitement pour entraîner un réseau neuronal Download PDFInfo
- Publication number
- EP3977364A4 EP3977364A4 EP20813093.0A EP20813093A EP3977364A4 EP 3977364 A4 EP3977364 A4 EP 3977364A4 EP 20813093 A EP20813093 A EP 20813093A EP 3977364 A4 EP3977364 A4 EP 3977364A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- training
- processing device
- neural network
- neural
- network
- Prior art date
- 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
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic 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
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- 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
- G06N3/09—Supervised learning
-
- 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
- G06N3/048—Activation functions
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Probability & Statistics with Applications (AREA)
- Mathematical Analysis (AREA)
- Computational Mathematics (AREA)
- Algebra (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201962855340P | 2019-05-31 | 2019-05-31 | |
| PCT/IB2020/055088 WO2020240477A1 (fr) | 2019-05-31 | 2020-05-28 | Procédé et dispositif de traitement pour entraîner un réseau neuronal |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| EP3977364A1 EP3977364A1 (fr) | 2022-04-06 |
| EP3977364A4 true EP3977364A4 (fr) | 2023-06-14 |
Family
ID=73553098
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP20813093.0A Pending EP3977364A4 (fr) | 2019-05-31 | 2020-05-28 | Procédé et dispositif de traitement pour entraîner un réseau neuronal |
Country Status (3)
| Country | Link |
|---|---|
| EP (1) | EP3977364A4 (fr) |
| CA (2) | CA3137030A1 (fr) |
| WO (1) | WO2020240477A1 (fr) |
Families Citing this family (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112528810A (zh) * | 2020-12-04 | 2021-03-19 | 北京中科慧眼科技有限公司 | 适用于移动端部署的语义分割方法、系统和设备 |
| CN112686817B (zh) * | 2020-12-25 | 2023-04-07 | 天津中科智能识别产业技术研究院有限公司 | 一种基于不确定性估计的图像补全方法 |
| CN112784818B (zh) * | 2021-03-03 | 2023-03-14 | 电子科技大学 | 基于分组式主动学习在光学遥感图像上的识别方法 |
| EP4341913A2 (fr) * | 2021-05-17 | 2024-03-27 | Deep Safety GmbH | Système de détection et de gestion d'incertitude dans des systèmes de perception, pour la détection de nouveaux objets et pour l'anticipation de situation |
| US20240288764A1 (en) * | 2021-07-06 | 2024-08-29 | Asml Netherlands B.V. | Determining localized image prediction errors to improve a machine learning model in predicting an image |
| CN113569926A (zh) * | 2021-07-13 | 2021-10-29 | 中国资源卫星应用中心 | 一种具备高迁移性的云分割模型的训练方法及装置 |
| WO2023000159A1 (fr) * | 2021-07-20 | 2023-01-26 | 海南长光卫星信息技术有限公司 | Procédé, appareil et dispositif de classification semi-surveillée pour une image de télédétection à haute résolution, et support |
| CN113435411B (zh) * | 2021-07-26 | 2022-06-17 | 中国矿业大学(北京) | 一种基于改进DeepLabV3+的露天矿区土地利用识别方法 |
| CN113850825B (zh) * | 2021-09-27 | 2024-03-29 | 太原理工大学 | 基于上下文信息和多尺度特征融合的遥感图像道路分割方法 |
| CN114494959B (zh) * | 2022-01-24 | 2025-03-25 | 中国矿业大学 | 一种针对视频目标分割的注意力引导的对抗性攻击方法 |
| CN114595748B (zh) * | 2022-02-21 | 2024-02-13 | 南昌大学 | 一种用于跌倒防护系统的数据分割方法 |
| CN115546225B (zh) * | 2022-09-06 | 2025-07-08 | 华南理工大学 | 一种提升语义分割网络预测概率分布质量的模型训练方法 |
| CN116434037B (zh) * | 2023-04-21 | 2023-09-22 | 大连理工大学 | 基于双层优化学习的多模态遥感目标鲁棒识别方法 |
| CN117036941B (zh) * | 2023-08-07 | 2025-09-19 | 电子科技大学长三角研究院(湖州) | 一种基于孪生Unet模型的建筑物变化检测方法及系统 |
| CN117598713B (zh) * | 2023-11-30 | 2024-12-24 | 网易传媒科技（北京）有限公司 | 癫痫发作间期的异常放电检测方法、装置、介质及设备 |
| CN119579460B (zh) * | 2024-11-19 | 2025-11-18 | 东南大学 | 一种基于双级优化驱动高频增强的遥感影像泛锐化方法及系统 |
| CN120430418B (zh) * | 2025-07-01 | 2025-09-30 | 科大讯飞股份有限公司 | 大模型推理方法、装置、相关设备及计算机程序产品 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20180182101A1 (en) * | 2016-12-23 | 2018-06-28 | Heartflow, Inc. | Systems and methods for probabilistic segmentation in anatomical image processing |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10192129B2 (en) * | 2015-11-18 | 2019-01-29 | Adobe Systems Incorporated | Utilizing interactive deep learning to select objects in digital visual media |
| GB201709672D0 (en) * | 2017-06-16 | 2017-08-02 | Ucl Business Plc | A system and computer-implemented method for segmenting an image |
| CN109035263B (zh) * | 2018-08-14 | 2021-10-15 | 电子科技大学 | 基于卷积神经网络的脑肿瘤图像自动分割方法 |
-
2020
- 2020-05-28 WO PCT/IB2020/055088 patent/WO2020240477A1/fr not_active Ceased
- 2020-05-28 EP EP20813093.0A patent/EP3977364A4/fr active Pending
- 2020-05-28 CA CA3137030A patent/CA3137030A1/fr active Pending
- 2020-05-28 CA CA3242569A patent/CA3242569A1/fr active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20180182101A1 (en) * | 2016-12-23 | 2018-06-28 | Heartflow, Inc. | Systems and methods for probabilistic segmentation in anatomical image processing |
Non-Patent Citations (2)
| Title |
|---|
| See also references of WO2020240477A1 * |
| WU DI ET AL: "Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition", IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, IEEE COMPUTER SOCIETY, USA, vol. 38, no. 8, 1 August 2016 (2016-08-01), pages 1583 - 1597, XP011615571, ISSN: 0162-8828, [retrieved on 20160630], DOI: 10.1109/TPAMI.2016.2537340 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CA3137030A1 (fr) | 2020-12-03 |
| CA3242569A1 (fr) | 2020-12-03 |
| WO2020240477A1 (fr) | 2020-12-03 |
| EP3977364A1 (fr) | 2022-04-06 |
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| RIC1 | Information provided on ipc code assigned before grant |
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| RAP3 | Party data changed (applicant data changed or rights of an application transferred) |
Owner name: THALES CANADA INC. |