#ai #computing # [[Epistemic status]] #shower-thought # Constrastive Learning new #to-digest https://arxiv.org/pdf/2110.06848.pdf Contrastive learning is an approach to formulate this task of finding similar and dissimilar things for a machine ![[Constrastive Learning.gif]] Taught to child similarly, tried in machines too. Cat pic -> Data transformation -> Train on similarity -> Cat embedding From there you can compute distance between embeddings as always. ![[Constrastive Learning2.gif]] https://github.com/asheeshcric/awesome-contrastive-self-supervised-learning next -> https://arxiv.org/abs/2006.07733 ### Speech https://arxiv.org/abs/2010.10504v1 --- https://arxiv.org/abs/2005.10469v1 https://arxiv.org/abs/2004.02195v1 https://arxiv.org/abs/2008.03800 https://arxiv.org/abs/2008.03800 https://arxiv.org/abs/2008.00188 https://arxiv.org/abs/2008.02531