151 citations · 203 across the 25 of their papers we have counts for
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cs.CV2017
Teaching Compositionality to CNNs
Austin Stone, Huayan Wang, Michael Stark +3
Convolutional neural networks (CNNs) have shown great success in computer vision, approaching human-level performance when trained for specific tasks via application-specific loss…
cs.AI2017★ 151 cited
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics
Ken Kansky, Tom Silver, David A. Mély +7
The recent adaptation of deep neural network-based methods to reinforcement learning and planning domains has yielded remarkable progress on individual tasks. Nonetheless, progress…