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Oriol Vinyals — all works

163 works · page 1 of 2 · 1–100 · ← Oriol Vinyals

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  1. Sequence to Sequence Learning with Neural NetworksarXiv:1409.3215Ilya Sutskever, Oriol Vinyals, Quoc V. Le2014 · 18,409 citations
  2. Distilling the Knowledge in a Neural NetworkarXiv:1503.02531Geoffrey Hinton, Oriol Vinyals, Jeff Dean2015 · 15,229 citations
  3. Representation Learning with Contrastive Predictive CodingarXiv:1807.03748Aaron van den Oord, Yazhe Li, Oriol Vinyals2018 · 7,022 citations
  4. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation ↗arXiv:1609.08144 · no summary yetYonghui Wu et al.2016 · 6,904 citations
  5. WaveNet: A Generative Model for Raw AudioarXiv:1609.03499Aaron van den Oord, Sander Dieleman, Heiga Zen, et al.2016 · 5,269 citations
  6. Neural Message Passing for Quantum ChemistryarXiv:1704.01212Justin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, et al.2017 · 3,793 citations
  7. Grandmaster level in StarCraft II using multi-agent reinforcement learning ↗Nature · no summary yetOriol Vinyals et al.2019 · 3,577 citations
  8. DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ↗arXiv:1310.1531 · no summary yetJeff Donahue et al.2013 · 3,463 citations
  9. Neural Discrete Representation Learning ↗arXiv (Cornell University) · no summary yetAäron van den Oord, Oriol Vinyals, Koray Kavukcuoglu2017 · 3,163 citations
  10. Generating Sentences from a Continuous SpaceConference on Computational Natural Language Learning (CoNLL)Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,435 citations
  11. Recurrent Neural Network RegularizationarXiv:1409.2329Wojciech Zaremba, Ilya Sutskever, Oriol Vinyals2014 · 2,412 citations
  12. Listen, attend and spell: A neural network for large vocabulary conversational speech recognition ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetWilliam Chan et al.2016 · 2,374 citations
  13. Beyond short snippets: Deep networks for video classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJoe Yue-Hei Ng et al.2015 · 2,117 citations
  14. Conditional Image Generation with PixelCNN Decoders ↗arXiv (Cornell University) · no summary yetAäron van den Oord et al.2016 · 1,969 citations
  15. Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks ↗arXiv:1506.03099 · no summary yetSamy Bengio et al.2015 · 1,884 citations
  16. A Neural Conversational ModelarXiv:1506.05869Oriol Vinyals, Quoc Le2015 · 1,791 citations
  17. Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetTara N. Sainath et al.2015 · 1,648 citations
  18. Learning skillful medium-range global weather forecasting ↗Science · no summary yetRémi Lam et al.2023 · 1,493 citations
  19. Gemma: Open Models Based on Gemini Research and Technology ↗arXiv:2403.08295 · no summary yetGemma Team et al.2024 · 1,313 citations
  20. Gemma 2: Improving Open Language Models at a Practical Size ↗arXiv:2408.00118 · no summary yetGemma Team et al.2024 · 1,302 citations
  21. Matching Networks for One Shot LearningarXiv:1606.04080Oriol Vinyals, Charles Blundell, Timothy Lillicrap, et al.2016 · 1,197 citations
  22. Understanding deep learning requires rethinking generalization ↗arXiv:1611.03530 · no summary yetChiyuan Zhang et al.2016 · 1,174 citations
  23. Gemma 3 Technical Report ↗arXiv:2503.19786 · no summary yetGemma Team et al.2025 · 1,147 citations
  24. Exploring the Limits of Language Modeling ↗arXiv:1602.02410 · no summary yetRafal Jozefowicz et al.2016 · 1,091 citations
  25. Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetOriol Vinyals et al.2016 · 929 citations
  26. Scaling Language Models: Methods, Analysis & Insights from Training Gopher ↗arXiv:2112.11446 · no summary yetJack W. Rae et al.2021 · 928 citations
  27. Improving language models by retrieving from trillions of tokens ↗arXiv:2112.04426 · no summary yetSebastian Borgeaud et al.2021 · 869 citations
  28. Addressing the Rare Word Problem in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Thang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 832 citations
  29. Deep Audio-Visual Speech Recognition ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetTriantafyllos Afouras et al.2018 · 816 citations
  30. Show and Tell: A Neural Image Caption GeneratorarXiv:1411.4555Oriol Vinyals, Alexander Toshev, Samy Bengio, et al.2014 · 729 citations
  31. Grammar as a Foreign Language ↗arXiv:1412.7449 · no summary yetOriol Vinyals et al.2014 · 687 citations
  32. Speaker Diarization: A Review of Recent Research ↗IEEE Transactions on Audio Speech and Language Processing · no summary yetXavier Anguera et al.2010 · 686 citations
  33. Pointer Networks ↗arXiv:1506.03134 · no summary yetOriol Vinyals, Meire Fortunato, Navdeep Jaitly2015 · 684 citations
  34. StarCraft II: A New Challenge for Reinforcement Learning ↗arXiv (Cornell University) · no summary yetOriol Vinyals et al.2017 · 680 citations
  35. Speaker Diarization: A Review of Recent Research ↗IEEE Transactions on Audio Speech and Language Processing · no summary yetXavier Anguera et al.2011 · 670 citations
  36. Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error ↗Journal of Chemical Theory and Computation · no summary yetFelix A. Faber et al.2017 · 646 citations
  37. Universal Transformers ↗arXiv:1807.03819 · no summary yetMostafa Dehghani et al.2018 · 637 citations
  38. Neural scene representation and rendering ↗Science · no summary yetS. M. Ali Eslami et al.2018 · 518 citations
  39. Learning the speech front-end with raw waveform CLDNNs ↗Interspeech (USB) · no summary yetTara N. Sainath et al.2015 · 442 citations
  40. Learning Deep Generative Models of Graphs ↗arXiv (Cornell University) · no summary yetYujia Li et al.2018 · 422 citations
  41. Parallel WaveNet: Fast High-Fidelity Speech Synthesis ↗arXiv (Cornell University) · no summary yetAäron van den Oord et al.2017 · 403 citations
  42. Applying and improving AlphaFold at CASP14 ↗Proteins Structure Function and Bioinformatics · no summary yetJohn Jumper et al.2021 · 395 citations
  43. Listen, Attend and Spell ↗arXiv (Cornell University) · no summary yetWilliam Chan et al.2015 · 365 citations
  44. Recurrent neural networks for noise reduction in robust ASR ↗Interspeech (USB) · no summary yetAndrew L. Maas et al.2012 · 340 citations
  45. Sentence Compression by Deletion with LSTMsConference on Empirical Methods in Natural Language Processing (EMNLP)Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 338 citations
  46. Qualitatively characterizing neural network optimization problems ↗arXiv (Cornell University) · no summary yetIan Goodfellow, Oriol Vinyals, Andrew Saxe2014 · 332 citations
  47. Multi-task Sequence to Sequence LearningarXiv:1511.06114Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, et al.2015 · 321 citations
  48. Population Based Training of Neural Networks ↗arXiv (Cornell University) · no summary yetMax Jaderberg et al.2017 · 310 citations
  49. Graph Matching Networks for Learning the Similarity of Graph Structured Objects ↗arXiv (Cornell University) · no summary yetYujia Li et al.2019 · 298 citations
  50. Hierarchical Representations for Efficient Architecture Search ↗arXiv (Cornell University) · no summary yetLiu, Hanxiao et al.2017 · 298 citations
  51. Perceiver IO: A General Architecture for Structured Inputs & Outputs ↗arXiv (Cornell University) · no summary yetAndrew Jaegle et al.2021 · 283 citations
  52. Multilingual Language Processing From BytesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dan Gillick, Cliff Brunk, Oriol Vinyals, et al.2016 · 280 citations
  53. Perceiver: General Perception with Iterative AttentionarXiv:2103.03206Andrew Jaegle, Felix Gimeno, Andrew Brock, et al.2021 · 269 citations
  54. Multimodal Few-Shot Learning with Frozen Language ModelsarXiv:2106.13884Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 258 citations
  55. Order Matters: Sequence to sequence for sets ↗arXiv:1511.06391 · no summary yetOriol Vinyals, Samy Bengio, Manjunath Kudlur2015 · 245 citations
  56. A Study on Overfitting in Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetChiyuan Zhang et al.2018 · 242 citations
  57. Imagination-Augmented Agents for Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetThéophane Weber et al.2017 · 241 citations
  58. Precise indoor localization using smart phones ↗ACM International Conference on Multimedia (ACM MM) · no summary yetEladio Martin et al.2010 · 222 citations
  59. Generating Diverse High-Fidelity Images with VQ-VAE-2 ↗arXiv (Cornell University) · no summary yetAli Shervin Razavi, Aäron van den Oord, Oriol Vinyals2019 · 214 citations
  60. Meta-Learning with Latent Embedding Optimization ↗arXiv (Cornell University) · no summary yetAndrei A. Rusu et al.2018 · 213 citations
  61. Contextual LSTM (CLSTM) models for Large scale NLP tasks ↗arXiv (Cornell University) · no summary yetShalini Ghosh et al.2016 · 207 citations
  62. A Generalist Agent ↗arXiv:2205.06175 · Transactions on Machine Learning Research, 11/2022, https://openreview.net/forum?id=1ikK0kHjvj · no summary yetScott Reed et al.2022 · 190 citations
  63. GraphCast: Learning skillful medium-range global weather forecasting ↗arXiv (Cornell University) · no summary yetRémi Lam et al.2022 · 182 citations
  64. Capabilities of Gemini Models in Medicine ↗arXiv:2404.18416 · no summary yetKhaled Saab et al.2024 · 170 citations
  65. Relational Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetVinícius Zambaldi et al.2018 · 160 citations
  66. Message Passing Neural Networks ↗Lecture notes in physics · no summary yetJustin Gilmer et al.2020 · 153 citations
  67. Revisiting Recurrent Neural Networks for robust ASR ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetOriol Vinyals, Suman V. Ravuri, Daniel Povey2012 · 150 citations
  68. Bayesian Recurrent Neural Networks ↗arXiv (Cornell University) · no summary yetMeire Fortunato, Charles Blundell, Oriol Vinyals2017 · 146 citations
  69. Classification Accuracy Score for Conditional Generative Models ↗arXiv (Cornell University) · no summary yetSuman V. Ravuri, Oriol Vinyals2019 · 143 citations
  70. Sequence discriminative distributed training of long short-term memory recurrent neural networks ↗Interspeech (USB) · no summary yetHaşim Sak et al.2014 · 137 citations
  71. Synthesizing Programs for Images using Reinforced Adversarial Learning ↗arXiv (Cornell University) · no summary yetYaroslav Ganin et al.2018 · 136 citations
  72. Efficient Visual Pretraining with Contrastive Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOlivier J. Hénaff et al.2021 · 134 citations
  73. Deep reinforcement learning with relational inductive biases ↗International Conference on Learning Representations · no summary yetVinícius Zambaldi et al.2018 · 132 citations
  74. Low Bit-rate Speech Coding with VQ-VAE and a WaveNet Decoder ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetCristina Gârbacea et al.2019 · 128 citations
  75. Overlapped speech detection for improved speaker diarization in multiparty meetings ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetKofi Boakye et al.2008 · 122 citations
  76. Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML ↗arXiv:1909.09157 · no summary yetAniruddh Raghu et al.2019 · 117 citations
  77. Unified Scaling Laws for Routed Language Models ↗arXiv (Cornell University) · no summary yetAidan Clark et al.2022 · 111 citations
  78. Sample Efficient Adaptive Text-to-Speech ↗arXiv (Cornell University) · no summary yetYutian Chen et al.2018 · 111 citations
  79. Decoupled Neural Interfaces using Synthetic Gradients ↗arXiv (Cornell University) · no summary yetMax Jaderberg et al.2016 · 100 citations
  80. Neural Episodic Control ↗arXiv:1703.01988 · no summary yetAlexander Pritzel et al.2017 · 91 citations
  81. Strategic Attentive Writer for Learning Macro-Actions ↗arXiv (Cornell University) · no summary yetAlexander - et al.2016 · 89 citations
  82. Connecting Generative Adversarial Networks and Actor-Critic Methods ↗arXiv (Cornell University) · no summary yetDavid Pfau, Oriol Vinyals2016 · 86 citations
  83. Adversarial Evaluation of Dialogue Models ↗arXiv (Cornell University) · no summary yetAnjuli Kannan, Oriol Vinyals2017 · 85 citations
  84. Prosodic and other Long-Term Features for Speaker Diarization ↗IEEE Transactions on Audio Speech and Language Processing · no summary yetGerald H Friedland et al.2009 · 80 citations
  85. Krylov Subspace Descent for Deep Learning ↗arXiv (Cornell University) · no summary yetOriol Vinyals, Daniel Povey2011 · 79 citations
  86. Temporal Modeling Using Dilated Convolution and Gating for Voice-Activity-Detection ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetShuo-Yiin Chang et al.2018 · 78 citations
  87. Learning model-based planning from scratch ↗arXiv (Cornell University) · no summary yetRazvan Pascanu et al.2017 · 76 citations
  88. Waffling around for Performance: Visual Classification with Random Words and Broad Concepts ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKarsten Roth et al.2023 · 70 citations
  89. 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
  90. Learning with Recursive Perceptual Representations ↗no summary yetOriol Vinyals et al.2012 · 60 citations
  91. Comparing multilayer perceptron to Deep Belief Network Tandem features for robust ASR ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetOriol Vinyals, Suman V. Ravuri2011 · 56 citations
  92. Solving Mixed Integer Programs Using Neural Networks ↗arXiv:2012.13349 · no summary yetVinod Nair et al.2020 · 52 citations
  93. The Benchmark Lottery ↗arXiv:2107.07002 · no summary yetMostafa Dehghani et al.2021 · 50 citations
  94. An Online Sequence-to-Sequence Model Using Partial Conditioning ↗arXiv (Cornell University) · no summary yetNavdeep Jaitly et al.2015 · 49 citations
  95. General-purpose, long-context autoregressive modeling with Perceiver AR ↗arXiv (Cornell University) · no summary yetCurtis Hawthorne et al.2022 · 48 citations
  96. Video Pixel Networks ↗arXiv (Cornell University) · no summary yetNal Kalchbrenner et al.2016 · 48 citations
  97. Non-isotropy Regularization for Proxy-based Deep Metric Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKarsten Roth, Oriol Vinyals, Zeynep Akata2022 · 46 citations
  98. Metacontrol for Adaptive Imagination-Based Optimization ↗arXiv (Cornell University) · no summary yetJessica B. Hamrick et al.2017 · 46 citations
  99. Multimodal location estimation ↗ACM International Conference on Multimedia (ACM MM) · no summary yetGerald H Friedland, Oriol Vinyals, Trevor Jackson Darrell2010 · 46 citations
  100. The ICSI RT-09 Speaker Diarization System ↗IEEE Transactions on Audio Speech and Language Processing · no summary yetGerald H Friedland et al.2011 · 44 citations

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