Souradip Chakraborty*, Aritra Roy Gosthipaty*, Sayak Paul*; “G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling.” ArXiv:2009.12007 [Cs, Stat], Sept. 2020. arXiv.org, http://arxiv.org/abs/2009.12007. The code is available in this repository. The paper is accepted at ICDM 2020 for the Deep Learning for Knowledge Transfer (DLTK) workshop. *Equal Contribution