Standout Papers

Why Does Unsupervised Pre-training Help Deep Learning? 2010 2026 2015 2020 1.0k
  1. Why Does Unsupervised Pre-training Help Deep Learning? (2010)
    Dumitru Erhan, Yoshua Bengio et al. Journal of Machine Learning Research
  2. Deep Neural Networks for Object Detection (2013)
    Christian Szegedy, Alexander Toshev et al. Neural Information Processing Systems
  3. Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge (2016)
    Oriol Vinyals, Alexander Toshev et al. IEEE Transactions on Pattern Analysis and Machine Intelligence

Immediate Impact

5 by Nobel laureates 22 from Science/Nature 126 standout
Sub-graph 1 of 20

Citing Papers

Durably reducing conspiracy beliefs through dialogues with AI
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2 intermediate papers

Works of Dumitru Erhan being referenced

Why Does Unsupervised Pre-training Help Deep Learning?
2010 Standout
Zero-data learning of new tasks
2008

Author Peers

Author Last Decade Papers Cites
Dumitru Erhan 1152 1267 138 310 13 2.5k
Vincent Dumoulin 991 1081 91 248 13 2.9k
Y.P. Chien 964 922 134 296 24 2.3k
James Martens 1373 880 155 254 22 2.6k
David Arthur 1130 771 171 421 10 3.1k
Genevieve Orr 1134 712 131 230 20 2.7k
John S. Denker 1785 1394 142 282 18 3.4k
Soumith Chintala 888 1251 63 231 10 2.4k
Joan Bruna 1040 928 187 173 34 2.7k
Jiquan Ngiam 865 1232 62 342 14 2.3k
Francis Bach 486 1039 188 369 18 2.2k

All Works

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Rankless by CCL
2026