AI Weekly Update - March 15th, 20201 (#28)!

Thank you for watching! Please Subscribe! Content Links: Behavior from the Void: https://arxiv.org/pdf/2103.04551.pdf Barlow Twins: https://arxiv.org/pdf/2103.03230.pdf Pretrained Transformers as Universal Compute Engines: https://arxiv.org/pdf/2103.05247.pdf A New Lens on Understanding Generalization: https://ai.googleblog.com/2021/03/a-new-lens-on-understanding.html Knowledge Evolution in Neural Networks: https://arxiv.org/pdf/2103.05152.pdf COIN: https://arxiv.org/pdf/2103.03123.pdf CheXseen: https://arxiv.org/pdf/2103.04590.pdf Haystack: The State of Search in 2021: https://medium.com/deepset-ai/haystack-the-state-of-search-in-2021-7388ecb15dfb Hurdles to Long-Form QA: https://arxiv.org/pdf/2103.06332.pdf CUAD Dataset: https://arxiv.org/pdf/2103.06268.pdf WILDS: https://arxiv.org/abs/2012.07421 PAIRED: https://ai.googleblog.com/2021/03/paired-new-multi-agent-approach-for.html Jax101: https://jax.readthedocs.io/en/latest/jax-101/index.html AutoNLP: https://huggingface.co/autonlp VISSL: https://vissl.ai/ Chapters: 0:00 Beginning 15:10 Behavior from the Void 23:50 Barlow Twins 29:07 Universal Compute Engines 35:58 New Lens on Generalization 38:53 Knowledge Evolution in Neural Nets 40:13 COIN 41:35 CheXseen 43:40 Haystack 47:19 Hurdles to Progress in LFQA 50:18 CUAD 51:55 Jax101 53:36 AutoNLP 54:11 VISSL