method
active
method:simclrSimCLR
Self-supervised contrastive learning method cited as instance of NCE-type objectives that converge to PMI kernel
Neighborhood — ranked by edge-count
Frameworks (1)
framework
- Contrastive learningimplementsSupervised learning framework where system learns by observing contrast between current response and nudged improved response; requires weak additional forces from supervisor
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Contrastive sentence embedding method used in color cooccurrence experiment; represents contrastive language learner
- The phenomena simulated by a simulator, such as agents or processes that appear in text generated by GPT.
- A false copy that lacks the depth and authenticity of the real, morphogenetically produced thing.
- Research group affiliated with both authors; part of institutional affiliation for this work.
- Single-instruction multiple-data machines; Crystal targets them, Linda is for asynchronous MIMD.
- Primitive signal transformer implementing sample-and-hold; transforms event source to continuous piecewise-constant signal.
- Form of ESR occurring without explicit verbal self-interruption markers, not captured by current metrics
- The form of ESR focused on in this paper, measured by verbal self-interruption phrases as segment boundaries