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Check out Universal Transformers, new research from the Google Brain team & DeepMindAI that extends last year's Transformer (a neural network architecture based on a self-attention mechanism) to be computationally universal. goo.gl/j4jWnu

If you are at #ICLR2019, make sure that you learn about our work, "Universal Transformers", w/ Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, and Lukasz Kaiser (Thursday 11am-1pm, poster session at Great Hall BC, #62). You can also check out this blog post about UT: mostafadehghani.com/2019/05/05/uni…

IMHO there are many cool aspects to this work, but I’d like to call out page 16 - which contains the entire model code, and isn’t even full.

Pure attention architecture for vision? Not enough

Can AI unlock discoveries beyond human cognition? Jakob Uszkoreit, Co-Founder and CEO of Inceptive, explores how #AI can solve problems beyond human reasoning in his TEDAI Talk, recorded in SF. ted.com/talks/jakob_us… Early Bird Tickets for TEDAI 2025: tedai-sanfrancisco.ted.com/#how-to-attend

Check out the Transformer, a novel NN architecture based on a self-attention mechanism that is well-suited for NLU goo.gl/qxN6ej

Ashish and Noam presenting our work on Transformers at NIPS right now! Come to our poster tonight! #NIPS2017