97 citations · 183 across the 18 of their papers we have counts for
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cs.LG2018
Understanding Regularization to Visualize Convolutional Neural Networks
Maximilian Baust, Florian Ludwig, Christian Rupprecht +2
Variational methods for revealing visual concepts learned by convolutional neural networks have gained significant attention during the last years. Being based on noisy gradients o…
cs.LG2017★ 1 cited
Learning to Imagine Manipulation Goals for Robot Task Planning
Chris Paxton, Kapil Katyal, Christian Rupprecht +2
Prospection is an important part of how humans come up with new task plans, but has not been explored in depth in robotics. Predicting multiple task-level is a challenging problem…