The Relationship of Pattern Recognition Research and ... · 10/17/2019 · Zürcher Fachhochschule...
Transcript of The Relationship of Pattern Recognition Research and ... · 10/17/2019 · Zürcher Fachhochschule...
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Zürcher Fachhochschule
The Relationship of Pattern Recognition Research
and Public Communication
Discussion opener for «algorithms + language / language + algorithms»
IAM MediaLab, Oct 17, 2019
by Thilo Stadelmann
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AI/ML @ Information Engineering Group Institute of Applied Information Technology, ZHAW School of Engineering
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Robust DeepLearning
Voice Recognition
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Learning toLearn & Control
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Example 1: Industrial quality control
📷
🖒/🖓
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Example 2: AutoML(Auto Computer Vision 2 Challenge)
Image Processing:• Resize to the larger edge of 128
• Global (spatial) average pooling
Video Processing:• Random frame selection
• Resize to 80×80 for large images
• Temporal convolution
Apollon loukoum Fiona Monica1 Kitsune
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Public communication: an indirect problem in PR(at least)
Challenge: how not to exaggerate expectation when using terms like intelligence,
learning etc. together with high-tech and the goal to “be heard”?
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A more explicit problem of PR and com:
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Discussion starters on the relationship of
pattern recognition & communications
• Implicit relation: pattern recognition research creates a lot of amazing results
communicating them to a general public without creating hype is hard
• Explicit relation: machine-based language models recently reached production strength
how do strong language models affect communication (fake comments etc.)?
On me:• Prof. AI/ML, scientific director ZHAW digital, board Data+Service
• +41 58 934 72 08
• https://stdm.github.io/
Further contacts:• Data+Service Alliance: www.data-service-alliance.ch
• Collaboration: [email protected]
Happy to answer questions & requests.