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by ylecun on 2020-11-04 (UTC).

A. NCA is a loss.
B. Siamese net is an architecture.
C. Contrastive learning is a general training paradigm to give good scores to observed things and bad scores to unobserved things.
Those are independent concepts.
You can have:
- C without A or B
- B without A or C (BYOL)

— Yann LeCun (@ylecun) November 4, 2020
learningresearch
by ylecun on 2020-11-04 (UTC).

You can have B and C without A, e.g.:
[Bromley et al. NIPS 1993] https://t.co/2ObnCppnyq
[Chopra, Hadsell, LeCun CVPR 2005]
[Hadsell, Chopra, LeCun CVPR 2006]
[Taulor et al. CVPR 2011]
[Taigman et al. CVPR 2015]
(and several others between then and now)

— Yann LeCun (@ylecun) November 4, 2020
research

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