Standout Papers

Learning Fast Approximations of Sparse Coding 2010 2026 2015 2020 481
  1. Learning Fast Approximations of Sparse Coding (2010)
    Karol Gregor, Yann LeCun International Conference on Machine Learning
  2. DRAW: A Recurrent Neural Network For Image Generation (2015)
    Karol Gregor, Ivo Danihelka et al. International Conference on Machine Learning

Immediate Impact

23 by Nobel laureates 73 from Science/Nature 121 standout
Sub-graph 1 of 22

Citing Papers

Dense reinforcement learning for safety validation of autonomous vehicles
2023 StandoutNature
Accurate medium-range global weather forecasting with 3D neural networks
2023 StandoutNature
3 intermediate papers

Works of Karol Gregor being referenced

Learning Convolutional Feature Hierarchies for Visual Recognition
2010
Learning Fast Approximations of Sparse Coding
2010 Standout
and 1 more

Author Peers

Author Last Decade Papers Cites
Karol Gregor 417 241 682 260 18 1.5k
Heinrich Braun 673 117 308 60 19 2.1k
Yu-Feng Li 893 117 532 60 53 1.4k
John Nickolls 310 35 348 193 6 2.0k
Griff L. Bilbro 185 365 355 72 81 1.4k
William B. Pennebaker 330 42 1287 78 28 1.9k
Ruimao Zhang 310 52 559 115 50 1.2k
Ralph Hartley 302 52 348 78 15 1.2k
Danilo Jimenez Rezende 1050 101 735 84 33 2.1k
Azeddine Beghdadi 147 72 1048 53 107 1.5k
Shinichi Nakajima 735 72 379 126 76 1.4k

All Works

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2026