TODO List

Methods to Add (Incomplete):

We only consider methods in published paper with public available code

Weak Supervision

• WeaSEL (done 10/15/2021)

Weak Supervision with small labeled set

• ImplyLoss (done 09/25/2021)
• ASTRA (done 10/14/2021)
• AMCL

Semi-Supervised Learning (as end models in Wrench)

• MeanTeacher (done 10/21/2021)

Learning with noisy labels (as end models in Wrench)

• Meta-Weight-Net (done 09/25/2021)
• MLC
• Learning-to-Reweight (done 10/14/2021)

Noisy-tolerant Loss

• GCE
• PeerLoss
• L-DMI