What field is weak supervision part of?

Weak supervision is part of Self-supervised and weakly supervised learning.

Is weak supervision ready for products?

Its papers score 2.6 of 5 for readiness for products, read from what the papers themselves describe.

Which companies work on weak supervision?

Researchers at NAVER publish on it.

Weak supervision

Part of Self-supervised and weakly supervised learning

Weak supervision is losing ground in AI research: 0.1% to 0.1% of new AI papers, -0.0 points. It ranks #157 of 214 by gain in share. As of Oct 10, 2026.

How we measure

Change in share: -0.0 pts
Share, last 3 months: 0.1%
Papers, last 3 months: 33
Ready for products: 2.6 / 5

More in Self-supervised and weakly supervised learning

Self supervised representation learning0.2% → 0.2%+0.0 pts Consistency model0.0% → 0.0%0.0 pts Self training0.0% → 0.0%0.0 pts Masked language modeling0.0% → 0.0%0.0 pts Self supervised learning0.0% → 0.1%0.0 pts Semi supervised learning0.1% → 0.1%0.0 pts Masked image modeling0.0% → 0.0%0.0 pts Self supervised pretraining0.1% → 0.0%0.0 pts Pseudo labeling0.0% → 0.1%0.0 pts Consistency regularization0.0% → 0.0%0.0 pts

Companies working on it

1NAVER1 papers

Weak supervision: quick answers

No. Its share of new AI papers went from 0.1% to 0.1%, with 33 papers in the last 3 months.