[1] Supervised Contrastive Learning (NIPS 2020) [2] Generalized Category Discovery [3] Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning [4] Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization (BMVC 2021) [5] Learning Transferable Visual Models From Natural Language Supervision (Contrastive Language-Image Pre-traini..

Herding: Distance from each class sample to the mean sample of class Mean of feature, Histogram: Distance from each class sample to the mean of class Offline Replay-based Continual Learning Methods [1] iCaRL: Incremental Classifier and Representation Learning (iCaRL) CVPR 2017 Mean of feature-based sample selection [2] Gradient Episodic Memory for Continual Learning (GEM) NeurIPS 2017 Last m sam..