Georg Martius
@GMartius

Researcher, interested in autonomous machine learning, reinforcement learning, robotics, 3d printing and more




Georg Martius    @GMartius
Why do VAEs often produce disentangled representations? Our paper "Demystifying Inductive Biases for (Beta-)VAE Based Architectures" gives answers and shows how a small modification breaks their disentanglement Paper: https://t.co/aC3cU6am2v ICML: https://t.co/2y0ynVEyNq

Georg Martius    @GMartius
Today at ICML: "Neuro-algorithmic Policies Enable Fast Combinatorial Generalization" with @vlastelicap and @MichalRolinek Using a shortest path planner inside a policy network - enabled by #Blackboxbackprop. Paper: https://t.co/Fy9bnp5WU5 Splotlight: https://t.co/3ZmspAZNds











 








Georg Martius

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Facebook AI