CN120188169A - 合并对抗性稳健神经网络 - Google Patents

合并对抗性稳健神经网络 Download PDF

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Publication number
CN120188169A
CN120188169A CN202380078266.5A CN202380078266A CN120188169A CN 120188169 A CN120188169 A CN 120188169A CN 202380078266 A CN202380078266 A CN 202380078266A CN 120188169 A CN120188169 A CN 120188169A
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network
training
neural network
adversarial
data
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Chinese (zh)
Inventor
弗朗西斯科·克罗切
西尔维斯特-阿尔维塞·圭列尔莫·雷布菲
斯文·阿德里安·戈瓦尔
埃万·杰拉尔德·谢尔哈默
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DeepMind Technologies Ltd
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DeepMind Technologies Ltd
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/094Adversarial learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • G06N3/0442Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • G06N3/0455Auto-encoder networks; Encoder-decoder networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
CN202380078266.5A 2022-11-11 2023-11-13 合并对抗性稳健神经网络 Pending CN120188169A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202263424770P 2022-11-11 2022-11-11
US63/424,770 2022-11-11
PCT/EP2023/081621 WO2024100305A1 (fr) 2022-11-11 2023-11-13 Fusion de réseaux neuronaux robustes contradictoires

Publications (1)

Publication Number Publication Date
CN120188169A true CN120188169A (zh) 2025-06-20

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ID=88833856

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CN202380078266.5A Pending CN120188169A (zh) 2022-11-11 2023-11-13 合并对抗性稳健神经网络

Country Status (3)

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EP (1) EP4599366A1 (fr)
CN (1) CN120188169A (fr)
WO (1) WO2024100305A1 (fr)

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Publication number Publication date
WO2024100305A1 (fr) 2024-05-16
EP4599366A1 (fr) 2025-08-13

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