Topics and Papers for in-class Presentation

Below is the list of topics we are interested to discuss. Under each topic, some related papers are listed for you to consider. You are not limited to choose only from the below list. Pick a topic and search for recent papers in conferences such as NeurIPS, ICML, AAAI, ICLR, EMNLP , ACL, CVPR or journals such as TPAMI, TCYB, TNNLS, JMLR. If you wish to choose other topics, contact me as soon as possible to see if it fits into the scope of the course.

Zero-shot Learning

Few-shot Learning


Deep Clustering, Multiview Clustering

Transfer Learning and Domain Adaptation

Self-supervised Learning

Interpretability of ML