Methods › General › Self-Supervised Learning › NNCLR

Nearest-Neighbor Contrastive Learning of Visual Representations

NNCLR

5 papers tagged archive 2025-07-28

Introduced by Debidatta Dwibedi et al. in With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Paper Source

Papers archive 2025-07-28

5 shown of 5, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Contrastive Learning with Synthetic Positives
30 Aug 2024 · 1 repository · arXiv:2408.16965

Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning
23 Mar 2023 · 1 repository · arXiv:2303.13606

Syntology ran 1 of 1 samples · 0 unverified
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
16 Mar 2023 · 2 repositories · arXiv:2303.09417
Decoupled Contrastive Learning
13 Oct 2021 · 4 repositories · arXiv:2110.06848

Syntology ran 3 of 6 samples · 3 unverified · 3 pointer-only (licence)
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
29 Apr 2021 · 4 repositories · arXiv:2104.14548

Syntology ran 4 of 5 samples · 1 unverified

Tasks archive 2025-07-28

10 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Contrastive Learning	5
Self-Supervised Learning	4
Self-Supervised Image Classification	2
Transfer Learning	2
Computational Efficiency	1
Fine-Grained Image Classification	1
Image Classification	1
Linear evaluation	1
Representation Learning	1
Semi-Supervised Image Classification	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (5 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Self-Supervised Learning

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