text:   Training",3,"['Deep learning approaches for semantic image segmentation are often data hungry or difficult to train. Thrilled to share our new approach called PixMatch, our #CVPR21 paper now on arXiv. Led by the singular @lukemelas:\n\nPaper: <LINK>\nCode: <LINK> <LINK>', 'PixMatch is a new approach to unsupervised domain adaptation for semantic segmentation. It exploits the idea that in order to perform well on the target domain, a model’s output should be consistent with respect to small perturbations of inputs in the target domain.', ""Read more here: https://t.co/bMqw14GiAZ and keep an eye on @lukemelas 🚀, a wonderful member of my group and a truly exceptional scientist. Check out some of @lukemelas' other work here: https://t.co/gFywTBOLsV\nhttps://t.co/epQJt3paZZ""]",21,05,701