EP3938965A4 - Vorrichtung, verfahren und computerprogramm zum trainieren eines neuronalen netzes - Google Patents
Vorrichtung, verfahren und computerprogramm zum trainieren eines neuronalen netzes Download PDFInfo
- Publication number
- EP3938965A4 EP3938965A4 EP20769523.0A EP20769523A EP3938965A4 EP 3938965 A4 EP3938965 A4 EP 3938965A4 EP 20769523 A EP20769523 A EP 20769523A EP 3938965 A4 EP3938965 A4 EP 3938965A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- training
- computer program
- neuronal network
- neuronal
- 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
Links
Classifications
-
- 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
- G06N3/04—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
- G06N3/045—Combinations of networks
- G06N3/0455—Auto-encoder networks; Encoder-decoder 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
- G06N3/0499—Feedforward 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
- G06N3/09—Supervised learning
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/46—Embedding additional information in the video signal during the compression process
- H04N19/463—Embedding additional information in the video signal during the compression process by compressing encoding parameters before transmission
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Life Sciences & Earth Sciences (AREA)
- Molecular Biology (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Compression Or Coding Systems Of Tv Signals (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| FI20195190 | 2019-03-14 | ||
| PCT/FI2020/050137 WO2020183059A1 (en) | 2019-03-14 | 2020-03-04 | An apparatus, a method and a computer program for training a neural network |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| EP3938965A1 EP3938965A1 (de) | 2022-01-19 |
| EP3938965A4 true EP3938965A4 (de) | 2022-12-28 |
Family
ID=72427203
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP20769523.0A Pending EP3938965A4 (de) | 2019-03-14 | 2020-03-04 | Vorrichtung, verfahren und computerprogramm zum trainieren eines neuronalen netzes |
Country Status (2)
| Country | Link |
|---|---|
| EP (1) | EP3938965A4 (de) |
| WO (1) | WO2020183059A1 (de) |
Families Citing this family (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB202016824D0 (en) * | 2020-10-23 | 2020-12-09 | Deep Render Ltd | DR big book 3 |
| CN112464760B (zh) * | 2020-11-16 | 2024-11-19 | 北京明略软件系统有限公司 | 一种目标识别模型的训练方法和装置 |
| CN112581366B (zh) * | 2020-11-30 | 2022-05-20 | 黑龙江大学 | 一种便携式图像超分辨系统及系统构建方法 |
| WO2022126439A1 (zh) * | 2020-12-16 | 2022-06-23 | 华为技术有限公司 | 模型协作蒸馏训练的方法及装置和设备、可读存储介质 |
| CN112766307B (zh) * | 2020-12-25 | 2024-08-13 | 北京迈格威科技有限公司 | 图像处理方法、装置、电子设备及可读存储介质 |
| CN112785578A (zh) * | 2021-01-26 | 2021-05-11 | 汕头大学 | 一种基于u型编码解码器神经网络的道路裂缝检测方法及系统 |
| US20220261654A1 (en) * | 2021-02-17 | 2022-08-18 | International Business Machines Corporation | Automatic robust optimization of circuits |
| US12020455B2 (en) | 2021-03-10 | 2024-06-25 | Intrinsic Innovation Llc | Systems and methods for high dynamic range image reconstruction |
| CN113098804B (zh) * | 2021-03-29 | 2022-08-23 | 东南大学 | 一种基于深度学习与熵编码的信道状态信息反馈方法 |
| CN115915186A (zh) * | 2021-08-16 | 2023-04-04 | 维沃移动通信有限公司 | 信息处理方法、装置及终端 |
| EP4181511A3 (de) * | 2021-11-15 | 2023-07-26 | Nokia Technologies Oy | Decoderseitige feinabstimmung neuronaler netze zur videocodierung für maschinen |
| CN117113071B (zh) * | 2022-05-12 | 2025-09-30 | 腾讯科技（深圳）有限公司 | 训练样本处理方法、数据分类方法、装置以及电子设备 |
| US11825090B1 (en) * | 2022-07-12 | 2023-11-21 | Qualcomm Incorporated | Bit-rate estimation for video coding with machine learning enhancement |
| WO2024075097A1 (en) * | 2022-11-14 | 2024-04-11 | Lenovo (Singapore) Pte. Ltd. | Efficiently transmitting a set of samples to another device |
| WO2024166040A1 (en) * | 2023-02-10 | 2024-08-15 | Lenovo (Singapore) Pte. Ltd. | Method and system for transmission of samples |
| WO2024235278A1 (en) * | 2023-05-16 | 2024-11-21 | Mediatek Inc. | Method and apparatus for training artificial intelligence/machine learning models at single entity |
| WO2025077623A1 (en) * | 2023-10-09 | 2025-04-17 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Systems and methods for obtaining neural networks for data compression |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20180322388A1 (en) * | 2017-05-03 | 2018-11-08 | Virginia Tech Intellectual Properties, Inc. | Learning and deployment of adaptive wireless communications |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107736027B (zh) * | 2015-06-12 | 2021-06-01 | 松下知识产权经营株式会社 | 图像编码方法、图像解码方法、图像编码装置及图像解码装置 |
-
2020
- 2020-03-04 EP EP20769523.0A patent/EP3938965A4/de active Pending
- 2020-03-04 WO PCT/FI2020/050137 patent/WO2020183059A1/en not_active Ceased
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20180322388A1 (en) * | 2017-05-03 | 2018-11-08 | Virginia Tech Intellectual Properties, Inc. | Learning and deployment of adaptive wireless communications |
Also Published As
| Publication number | Publication date |
|---|---|
| EP3938965A1 (de) | 2022-01-19 |
| WO2020183059A1 (en) | 2020-09-17 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE |
|
| PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
Free format text: ORIGINAL CODE: 0009012 |
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| STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE |
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| 17P | Request for examination filed |
Effective date: 20211014 |
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| AK | Designated contracting states |
Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR |
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| DAV | Request for validation of the european patent (deleted) | ||
| DAX | Request for extension of the european patent (deleted) | ||
| A4 | Supplementary search report drawn up and despatched |
Effective date: 20221124 |
|
| RIC1 | Information provided on ipc code assigned before grant |
Ipc: H04N 19/192 20140101ALI20221118BHEP Ipc: H04N 19/159 20140101ALI20221118BHEP Ipc: G06N 3/04 20060101ALI20221118BHEP Ipc: G06T 9/00 20060101ALI20221118BHEP Ipc: G06N 3/02 20060101ALI20221118BHEP Ipc: G06N 3/08 20060101AFI20221118BHEP |