deep learning

DeepMind Is Developing One Algorithm To Rule Them All

Posted in Science, Software on 16th Oct, 2021
by Alex Muller

They are doing some transfer learning, chaining a couple of algorithms together and seeing if they can transfer between one algorithm, making it easier to learn a separate related algorithm.

Is DeepMind’s new reinforcement learning system a step toward general AI?

Posted in Software on 5th Aug, 2021
by Alex Muller

The paper proves that if you can create a complex enough environment, design the right reinforcement learning architecture, and expose your models to enough experience , you’ll be able to generalize to various kinds of tasks in the same environment.

Deepmind’s Alphafold, Deep Learning AI, is Poised to Solve One of Most Significant Challenges in Biology

Posted in Medicine, Reviews, Science on 27th Jul, 2021
by Alex Muller

Thanks to AI, we now have stunningly powerful tools to decode the structures of life. Recently, both DeepMind and the University of Washington described deep learning-based methods to solve protein folding, the last step of compiling the programming in our DNA, as a “once in a generation advance.”

DeepMind's AlphaFold Is Close To Solving One Of Biology's Greatest Challenges

Posted in Medicine, Science, Software on 17th Dec, 2020
by Alex Muller

With AI and biology working in tandem, protein folding may just be the first major breakthrough for medicine in our generation.

Researchers train AI to map a person’s facial movements to any target headshot

Posted in Software on 1st Dec, 2019
by Alex Muller

What if you could manipulate the facial features of a historical figure, a politician, or a CEO realistically and convincingly using nothing but a webcam and an illustrated or photographic still image?