quiz bu lëkkale ak tegtal · Diggante Niveau

Laaj ak tontu ci encodeur automasqué

Xoolaat liggéeyu tabaxaat nataalu mask bu kawe bu MAE, jëmmal encoder-decoder asymétrique, ak tabb pretraining bu këyit bi jàngat.

Yooni njiit yu jëm ciAutoencodeurs masqués
Laaj 1 de 8

Lan mooy liggéey bi gëna am solo bi ñuy saytu seen bopp ci Autoencoder Masked?

Xoolaatal laaj bu nekk8 laaj

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

  1. Lan mooy liggéey bi gëna am solo bi ñuy saytu seen bopp ci Autoencoder Masked?
    • Taxawaat pixel yi ci patch yiñ nëbboon
    • Xaajale nataal bu nekk ci kategori buñ etikete
    • Xalaatal kadre bi ci topp ci benn wideo
    • méngale ab nataal ak kàddu yi mu bind
  2. Lu tollu ci ban paccu nataal la MAE bu njëkk bi di maskeer?
    • Lu tollu ci 15%
    • Lu tollu ci 75%
    • Lu tollu ci 35%
    • Lu tollu ci 95%
  3. Lan moo waral encoder MAE bi du def ludul ci patch yiñ mëna gis (ñu maskewul)?
    • Ndax patch yuñ maske amul benn melo bu am njariñ
    • Ngir moytu model bi musa gis nataal yu dëggu
    • Ngir gëna gaaw ci tàggat yaram, gëna am memory bu baax
    • Ndax dekodeer bi mënul jàng enkodaasu position
  4. Lan mooy dall dekodeer bi ginaaw bi MAE defee tàggat yaram?
    • Mooy nekk classifier bi gëna mag
    • Dañu koy gelé ba noppi jëfandikoo ko ngir defar nataal yu bees
    • Dafay wecci encoder bi lëmm
    • Dañu koy sànni; encoder bi dañu koy jëfandikoo ci liggéey yi ci suuf
  5. Ban fonction perte la MAE di faral di jëfandikoo ngir tabaxaat?
    • Jumtukaay kaare moyen ci pixel patch maske
    • Entropie croisée ci kaw etiketu klaas yi
    • InfoNCE bu wuute
    • Diskriminatër buy xeex
  6. Design 'asymétrique' bu MAE lumuy tekki?
    • Dayo nataal yu wuute ngir dugal ak genn
    • Encoder bu diis boole ci decoder bu woyof
    • Jëfandikoo ñaari done yu wuute ngir tàggat
    • Maskeer genn-wàll bu cammoy bi ci nataal bu nekk
  7. On which large image dataset did the original MAE paper pretrain its main vision models?
    • MS COCO Captions only
    • Kaddu Libri
    • ImageNet-1K
    • The Netflix Prize ratings set
  8. What does the MAE decoder receive for image patches hidden from the encoder?
    • The original RGB pixels without masking
    • Only class labels from ImageNet
    • A text caption for the image
    • Learned mask tokens with positional embeddings