What is Weak Supervision? Definition | AI Understanding

Ma'anarsa

Yin amfani da surutu, heuristic, ko wasu lakabi don horar da ƙira lokacin da alamun tsafta ba su da yawa.

Sharuɗɗa masu alaƙa

Alamomin da aka ƙara ɗan adam ko metadata da aka yi amfani da su don horarwa ko kimanta ƙirar koyon inji.

Amintattun alamomin tunani da aka yi amfani da su don horarwa ko kimanta abubuwan da aka fitar.

Leakage na Benchmark

Lokacin da misalan gwajin ma'auni ko bambance-bambancen kusa ke nan a cikin bayanan horo, haɓaka aikin da aka ruwaito.

Tsarin software wanda zai iya lura, tunani, da ɗaukar ayyuka don cimma manufa, sau da yawa ta amfani da kayan aiki da ƙwaƙwalwa.

Algorithmic Transparency

Ta yaya a sarari dabarar tsarin AI, tushen bayanai, da iyakoki ke rubuce da fahimta.

Hankali Mechanism

Bangaren ƙira wanda ke mai da hankali kan ɓangarorin da suka dace na shigarwa yayin samar da fitarwa.

Ƙara koyo a cikin jagororinmu na kyauta

BYOL and Non-Contrastive Self-Supervision Process Supervision for Math Reasoning

Duba kuma

Vision-Language Model (VLM)Weight Vector Database Word Embedding Validation Set XAI (Explainable AI)Unsupervised Learning Zero-Shot Learning

Nemo cikakken AI ƙamus Bincika duk jagororin AI kyauta