🧑‍🔬 Karen Simonyan — all works

47 works · ← Karen Simonyan

1. Very Deep Convolutional Networks for Large-Scale Image RecognitionarXiv:1409.1556Karen Simonyan, Andrew Zisserman2014 · 73,393 citations
2. Two-Stream Convolutional Networks for Action Recognition in Videos ↗arXiv (Cornell University) · no summary yetKaren Simonyan, Andrew Zisserman2014 · 6,227 citations
3. WaveNet: A Generative Model for Raw AudioarXiv:1609.03499Aaron van den Oord, Sander Dieleman, Heiga Zen, et al.2016 · 5,269 citations
4. Improved protein structure prediction using potentials from deep learning ↗Nature · no summary yetAndrew Senior et al.2020 · 3,388 citations
5. Return of the Devil in the Details: Delving Deep into Convolutional Nets ↗British Machine Vision Conference (BMVC) · no summary yetKen Chatfield et al.2014 · 3,379 citations
6. The Kinetics Human Action Video Dataset ↗arXiv (Cornell University) · no summary yetWill Kay et al.2017 · 2,839 citations
7. Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsarXiv:1312.6034Karen Simonyan, Andrea Vedaldi, Andrew Zisserman2013 · 1,210 citations
8. Reading Text in the Wild with Convolutional Neural Networks ↗International Journal of Computer Vision · no summary yetMax Jaderberg et al.2015 · 1,208 citations
9. Scaling Language Models: Methods, Analysis & Insights from Training Gopher ↗arXiv:2112.11446 · no summary yetJack W. Rae et al.2021 · 928 citations
10. Improving language models by retrieving from trillions of tokens ↗arXiv:2112.04426 · no summary yetSebastian Borgeaud et al.2021 · 869 citations
11. Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition ↗arXiv (Cornell University) · no summary yetMax Jaderberg et al.2014 · 757 citations
12. IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures ↗arXiv:1802.01561 · no summary yetLasse Espeholt et al.2018 · 710 citations
13. StarCraft II: A New Challenge for Reinforcement Learning ↗arXiv (Cornell University) · no summary yetOriol Vinyals et al.2017 · 680 citations
14. Fisher Vector Faces in the Wild ↗British Machine Vision Conference (BMVC) · no summary yetKaren Simonyan et al.2013 · 448 citations
15. Parallel WaveNet: Fast High-Fidelity Speech Synthesis ↗arXiv (Cornell University) · no summary yetAäron van den Oord et al.2017 · 403 citations
16. Neural Machine Translation in Linear Time ↗arXiv (Cornell University) · no summary yetNal Kalchbrenner et al.2016 · 377 citations
17. Learning Local Feature Descriptors Using Convex Optimisation ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetKaren Simonyan, Andrea Vedaldi, Andrew Zisserman2014 · 359 citations
18. Population Based Training of Neural Networks ↗arXiv (Cornell University) · no summary yetMax Jaderberg et al.2017 · 310 citations
19. Hierarchical Representations for Efficient Architecture Search ↗arXiv (Cornell University) · no summary yetLiu, Hanxiao et al.2017 · 298 citations
20. Deep Structured Output Learning for Unconstrained Text Recognition ↗arXiv (Cornell University) · no summary yetMax Jaderberg et al.2014 · 210 citations
21. Spatial Transformer Networks ↗arXiv (Cornell University) · no summary yetMax Jaderberg et al.2015 · 194 citations
22. Deep Fisher Networks for Large-Scale Image Classification ↗neural information processing systems · no summary yetKaren Simonyan, Andrea Vedaldi, Andrew Zisserman2013 · 147 citations
23. Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos ↗Lecture notes in computer science · no summary yetTomas Pfister et al.2015 · 137 citations
24. Natural Neural Networks ↗arXiv (Cornell University) · no summary yetDesjardins, Guillaume et al.2015 · 131 citations
25. A Compact and Discriminative Face Track Descriptor ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetOmkar Parkhi et al.2014 · 121 citations
26. Efficient Neural Audio Synthesis ↗arXiv:1802.08435 · no summary yetNal Kalchbrenner et al.2018 · 117 citations
27. Unified Scaling Laws for Routed Language Models ↗arXiv (Cornell University) · no summary yetAidan Clark et al.2022 · 111 citations
28. Understanding Objects in Detail with Fine-Grained Attributes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAndrea Vedaldi et al.2014 · 92 citations
29. Learning to Navigate in Cities Without a Map ↗arXiv (Cornell University) · no summary yetPiotr Mirowski et al.2018 · 72 citations
30. Machine Translation Decoding beyond Beam Search ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetRémi Leblond et al.2021 · 60 citations
31. Descriptor Learning Using Convex Optimisation ↗Lecture notes in computer science · no summary yetKaren Simonyan, Andrea Vedaldi, Andrew Zisserman2012 · 60 citations
32. Evolving Normalization-Activation Layers ↗arXiv (Cornell University) · no summary yetHanxiao Liu et al.2020 · 54 citations
33. The StreetLearn Environment and Dataset ↗arXiv (Cornell University) · no summary yetPiotr Mirowski et al.2019 · 54 citations
34. Kickstarting Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetSimon Schmitt et al.2018 · 51 citations
35. Video Pixel Networks ↗arXiv (Cornell University) · no summary yetNal Kalchbrenner et al.2016 · 48 citations
36. Learning to Search with MCTSnets ↗arXiv:1802.04697 · no summary yetArthur Guez et al.2018 · 30 citations
37. Efficient On-the-fly Category Retrieval Using ConvNets and GPUs ↗Lecture notes in computer science · no summary yetKen Chatfield, Karen Simonyan, Andrew Zisserman2015 · 16 citations
38. Immediate Structured Visual Search for Medical Images ↗Lecture notes in computer science · no summary yetKaren Simonyan, Andrew Zisserman, Antonio Criminisi2011 · 14 citations
39. Immediate ROI Search for 3-D Medical Images ↗Lecture notes in computer science · no summary yetKaren Simonyan et al.2013 · 9 citations
40. HiP: Hierarchical Perceiver ↗arXiv (Cornell University) · no summary yetJoão Carreira et al.2022 · 4 citations
41. Practical Real Time Recurrent Learning with a Sparse Approximation ↗International Conference on Learning Representations · no summary yetJacob Menick et al.2021 · 4 citations
42. A Practical Sparse Approximation for Real Time Recurrent Learning ↗arXiv (Cornell University) · no summary yetJacob Menick et al.2020 · 4 citations
43. Towards a detailed understanding of objects and scenes in natural images ↗INRIA a CCSD electronic archive server · no summary yetMatthew B. Blaschko et al.2012 · 2 citations
44. Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing ↗Greater South Information System · no summary yetEmma Strubell et al.2017
45. 1Efficient On-the-fly Category Retrieval using ConvNets and ↗no summary yetKen Chatfield, Karen Simonyan, Andrew Zisserman2016
46. Synthetic data and artificial neural networks for natural scene text recognition." arXiv preprint arXiv:1406.2227 ↗no summary yetMax Jaderberg et al.2014
47. Anatomy-Driven Medical Image Search ↗no summary yetKaren Simonyan et al.2010

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