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Irina Vidal Migallón

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titleconferencedate
Trustworthy LLMs: Vibe checks are not all you needPyData Global 20242024-12-03
Claim: eyeballing LLM outputs is insufficient; set up an automated evaluation pipeline that measures task performance plus robustness, hallucinations, data…
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Visual data abundant relevant labelled cheap Pick twoPyData Global 20202020-11-11
Describes concrete tools and limits: use transfer learning, classic augmentations and use adversarial augmentations in both training and testing to probe…
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When to go deep in Computer Vision... and howPyData Berlin 20182018-07-06
Decide by specifics: a quick OpenCV plugin for Unity baseline often runs on phone/hololens and uses cascade detectors for face/hand detection; measure against…
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Deep Learning for detection on a phonePyData Berlin 20172017-06-23
Pipeline shows how a detector gets from prototype to phone: configuration-driven deployment file, model definition converted to convolutional-only layers…
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