🧑‍🔬 Jakob Uszkoreit — all works

42 works · ← Jakob Uszkoreit

1. An Image is Worth 16x16 Words: Transformers for Image Recognition at ScalearXiv:2010.11929Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, et al.2020 · 23,726 citations
2. Attention Is All You NeedarXiv:1706.03762Ashish Vaswani, Noam Shazeer, Niki Parmar, et al.2017 · 17,458 citations
3. Self-Attention with Relative Position RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Peter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,848 citations
4. A Decomposable Attention Model for Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Ankur Parikh, Oscar Täckström, Dipanjan Das, et al.2016 · 1,616 citations
5. MLP-Mixer: An all-MLP Architecture for Vision ↗arXiv (Cornell University) · no summary yetIlya Tolstikhin et al.2021 · 1,513 citations
6. Universal Transformers ↗arXiv:1807.03819 · no summary yetMostafa Dehghani et al.2018 · 637 citations
7. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 559 citations
8. Lattice-based Minimum Error Rate Training for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Wolfgang Macherey, Franz Och, Ignacio Thayer, et al.2008 · 411 citations
9. Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals ↗Nature Communications 11:4381 · no summary yetMartin Popel et al.2020 · 374 citations
10. Image Transformer ↗arXiv (Cornell University) · no summary yetNiki Parmar et al.2018 · 342 citations
11. Cross-lingual Word Clusters for Direct Transfer of Linguistic StructureConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Oscar Täckström, Ryan McDonald, Jakob Uszkoreit2012 · 342 citations
12. Music Transformer: Generating Music with Long-Term Structure ↗International Conference on Learning Representations · no summary yetCheng-Zhi Anna Huang et al.2019 · 314 citations
13. One Model To Learn Them All ↗arXiv (Cornell University) · no summary yetŁukasz Kaiser et al.2017 · 277 citations
14. Object-Centric Learning with Slot Attention ↗arXiv (Cornell University) · no summary yetFrancesco Locatello et al.2020 · 255 citations
15. Insertion Transformer: Flexible Sequence Generation via Insertion Operations ↗arXiv (Cornell University) · no summary yetMitchell Stern et al.2019 · 241 citations
16. Large Scale Parallel Document Mining for Machine TranslationInternational Conference on Computational Linguistics (COLING)Jakob Uszkoreit, Jay Ponte, Ashok Popat, et al.2010 · 218 citations
17. Fast Decoding in Sequence Models using Discrete Latent Variables ↗arXiv (Cornell University) · no summary yetŁukasz Kaiser et al.2018 · 213 citations
18. Coarse-to-Fine Question Answering for Long Documents ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEunsol Choi et al.2017 · 213 citations
19. Blockwise Parallel Decoding for Deep Autoregressive Models ↗arXiv (Cornell University) · no summary yetMitchell Stern, Noam Shazeer, Jakob Uszkoreit2018 · 143 citations
20. Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMehdi S. M. Sajjadi et al.2022 · 127 citations
21. Inducing Sentence Structure from Parallel Corpora for Reordering ↗Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yetJohn DeNero, Jakob Uszkoreit2011 · 121 citations
22. Music Transformer ↗arXiv (Cornell University) · no summary yetCheng-Zhi Anna Huang et al.2018 · 117 citations
23. Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation ↗Proceedings of ACL-08: HLT · no summary yetJakob Uszkoreit, Thorsten Brants2008 · 111 citations
24. Differentiable Patch Selection for Image Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJean-Baptiste Cordonnier et al.2021 · 110 citations
25. “Poetic” Statistical Machine Translation: Rhyme and Meter ↗Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yetDmitriy Genzel, Jakob Uszkoreit, Franz Och2010 · 92 citations
26. How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers ↗arXiv (Cornell University) · no summary yetSteiner, Andreas et al.2021 · 88 citations
27. KERMIT: Generative Insertion-Based Modeling for Sequences ↗arXiv (Cornell University) · no summary yetWilliam Chan et al.2019 · 85 citations
28. Neural Paraphrase Identification of Questions with Noisy Pretraining ↗Proceedings of the First Workshop on Subword and Character Level Models in NLP · no summary yetGaurav Singh Tomar et al.2017 · 81 citations
29. Automated nuclear segmentation in the determination of the Ki-67 labeling index in meningiomas. ↗PubMed · no summary yetY J Kim et al.2006 · 51 citations
30. Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. ↗Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yetAshish Venugopal et al.2011 · 45 citations
31. Towards End-to-End In-Image Neural Machine Translation ↗Proceedings of the First International Workshop on Natural Language Processing Beyond Text · no summary yetElman Mansimov et al.2020 · 39 citations
32. Scaling Autoregressive Video Models ↗arXiv (Cornell University) · no summary yetDirk Weissenborn, Oscar Täckström, Jakob Uszkoreit2019 · 35 citations
33. Language-Independent Discriminative Parsing of Temporal Expressions ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGabor Angeli, Jakob Uszkoreit2013 · 26 citations
34. A Feature-Rich Constituent Context Model for Grammar Induction ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetDave Golland, John DeNero, Jakob Uszkoreit2012 · 20 citations
35. Hierarchical Question Answering for Long Documents ↗arXiv (Cornell University) · no summary yetEunsol Choi et al.2016 · 12 citations
36. An Empirical Study of Generation Order for Machine Translation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetWilliam Chan et al.2020 · 10 citations
37. Creating a High-Quality Machine Translation System for a Low-Resource Language: Yiddish ↗Proceedings of Machine Translation Summit XII: Papers · no summary yetDmitriy Genzel, Klaus Macherey, Jakob Uszkoreit2009 · 5 citations
38. CUBBITT Translation Models (en-cs) (v1.0) ↗Lindat/Clarin Repository (Lindat Clarin) · no summary yetPopel, Martin et al.2021 · 1 citation
39. CUBBITT Translation Models (en-pl) (v1.0) ↗Lindat/Clarin Repository (Lindat Clarin) · no summary yetPopel, Martin et al.2021
40. CUBBITT Translation Models (en-fr) (v1.0) ↗Lindat/Clarin Repository (Lindat Clarin) · no summary yetMartin Popel et al.2021
41. Large Scale Multi-Domain Multi-Task Learning with MultiModel ↗no summary yetŁukasz Kaiser et al.2018
42. Identifying Similar Meaning In Word Sequences ↗no summary yetJakob Uszkoreit2017

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