What is Robustness? Definition | AI Understanding

Itumọ

Agbara awoṣe lati ṣetọju iṣẹ ṣiṣe labẹ ariwo, awọn iyipada, tabi awọn igbewọle ọta.

Awọn ofin ti o jọmọ

Wahala-idanwo eto AI kan pẹlu awọn itọsi ọta lati ṣafihan awọn ikuna ati awọn eewu.

Idanwo idiwon tabi data ti a lo lati ṣe iwọn ati ṣe afiwe iṣẹ awoṣe.

Iyipada ni data igbewọle gidi-aye lori akoko ti o le dinku iṣẹ ṣiṣe awoṣe.

Awoṣe Itankale

Apẹrẹ ipilẹṣẹ ti o kọ ẹkọ lati yi ariwo pada lati ṣajọpọ awọn aworan, ohun, tabi akoonu miiran.

Apapọ awọn asọtẹlẹ lati awọn awoṣe pupọ lati mu ilọsiwaju si agbara tabi deede.

GAN (Nẹtiwọọki Adversarial Generative)

A generative setup ibi ti a monomono ati discriminator reluwe lodi si kọọkan miiran.

Kọ ẹkọ diẹ sii ninu awọn itọsọna ọfẹ wa

Adversarial Examples and Robustness

Wo tun

Reward Model Safety Filter Retrieval Scaling Law Reinforcement Learning from Human Feedback (RLHF)Semantic Search Reinforcement Learning Self-Supervised Learning

Ṣawakiri ni kikun AI Gilosari Ṣawari gbogbo awọn itọsọna AI ọfẹ