5.2k citations · 37.6k across the 56 of their papers we have counts for
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cs.LG2013
Unsupervised Feature Learning by Deep Sparse Coding
Yunlong He, Koray Kavukcuoglu, Yun Wang +2
In this paper, we propose a new unsupervised feature learning framework, namely Deep Sparse Coding (DeepSC), that extends sparse coding to a multi-layer architecture for visual obj…
cs.LG2013★ 5k cited
Playing Atari with Deep Reinforcement Learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver +4
We present the first deep learning model to successfully learn control policies directly from high-dimensional sensory input using reinforcement learning. The model is a convolutio…