Jakob Uszkoreit

55 papers A* 16B 1Journal 25Unranked 13

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers. Trans. Mach. Learn. Res. Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer
2022	A*	`conf`	Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations. CVPR Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff, Noha Radwan, Suhani Vora, Mario Lucic, Daniel Duckworth, Alexey Dosovitskiy, Jakob Uszkoreit, Thomas A. Funkhouser, Andrea Tagliasacchi
2021	A*	`conf`	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. ICLR Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby
2021	A*	`conf`	Differentiable Patch Selection for Image Recognition. CVPR Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit, Thomas Unterthiner
2021	J	`jnl`	Differentiable Patch Selection for Image Recognition. CoRR Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit, Thomas Unterthiner
2021	J	`jnl`	How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers. CoRR Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer
2021	A*	`conf`	MLP-Mixer: An all-MLP Architecture for Vision. NeurIPS Ilya O. Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Andreas Steiner, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy
2021	J	`jnl`	MLP-Mixer: An all-MLP Architecture for Vision. CoRR Ilya O. Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Andreas Steiner, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy
2021	J	`jnl`	Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations. CoRR Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff, Noha Radwan, Suhani Vora, Mario Lucic, Daniel Duckworth, Alexey Dosovitskiy, Jakob Uszkoreit, Thomas A. Funkhouser, Andrea Tagliasacchi
2020	—	`conf`	An Empirical Study of Generation Order for Machine Translation. EMNLP (1) William Chan, Mitchell Stern, Jamie Kiros, Jakob Uszkoreit
2020	J	`jnl`	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. CoRR Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby
2020	A*	`conf`	Object-Centric Learning with Slot Attention. NeurIPS Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf
2020	J	`jnl`	Object-Centric Learning with Slot Attention. CoRR Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf
2020	A*	`conf`	Scaling Autoregressive Video Models. ICLR Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit
2020	J	`jnl`	Towards End-to-End In-Image Neural Machine Translation. CoRR Elman Mansimov, Mitchell Stern, Mia Xu Chen, Orhan Firat, Jakob Uszkoreit, Puneet Jain
2019	J	`jnl`	An Empirical Study of Generation Order for Machine Translation. CoRR William Chan, Mitchell Stern, Jamie Kiros, Jakob Uszkoreit
2019	A*	`conf`	Insertion Transformer: Flexible Sequence Generation via Insertion Operations. ICML Mitchell Stern, William Chan, Jamie Kiros, Jakob Uszkoreit
2019	J	`jnl`	Insertion Transformer: Flexible Sequence Generation via Insertion Operations. CoRR Mitchell Stern, William Chan, Jamie Kiros, Jakob Uszkoreit
2019	J	`jnl`	KERMIT: Generative Insertion-Based Modeling for Sequences. CoRR William Chan, Nikita Kitaev, Kelvin Guu, Mitchell Stern, Jakob Uszkoreit
2019	—	`conf`	Music Transformer: Generating Music with Long-Term Structure. ICLR (Poster) Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Ian Simon, Curtis Hawthorne, Noam Shazeer, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck
2019	J	`jnl`	Natural Questions: a Benchmark for Question Answering Research. Trans. Assoc. Comput. Linguistics Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur P. Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov
2019	J	`jnl`	Scaling Autoregressive Video Models. CoRR Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit
2019	—	`conf`	Universal Transformers. ICLR (Poster) Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, Lukasz Kaiser
2018	J	`jnl`	An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation. CoRR Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Douglas Eck
2018	A*	`conf`	Blockwise Parallel Decoding for Deep Autoregressive Models. NeurIPS Mitchell Stern, Noam Shazeer, Jakob Uszkoreit
2018	J	`jnl`	Blockwise Parallel Decoding for Deep Autoregressive Models. CoRR Mitchell Stern, Noam Shazeer, Jakob Uszkoreit
2018	A*	`conf`	Fast Decoding in Sequence Models Using Discrete Latent Variables. ICML Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, Noam Shazeer
2018	J	`jnl`	Fast Decoding in Sequence Models using Discrete Latent Variables. CoRR Lukasz Kaiser, Aurko Roy, Ashish Vaswani, Niki Parmar, Samy Bengio, Jakob Uszkoreit, Noam Shazeer
2018	A*	`conf`	Image Transformer. ICML Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Noam Shazeer, Alexander Ku, Dustin Tran
2018	J	`jnl`	Image Transformer. CoRR Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Noam Shazeer, Alexander Ku
2018	—	`conf`	Self-Attention with Relative Position Representations. NAACL-HLT (2) Peter Shaw, Jakob Uszkoreit, Ashish Vaswani
2018	J	`jnl`	Self-Attention with Relative Position Representations. CoRR Peter Shaw, Jakob Uszkoreit, Ashish Vaswani
2018	—	`conf`	Tensor2Tensor for Neural Machine Translation. AMTA (1) Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit
2018	J	`jnl`	Tensor2Tensor for Neural Machine Translation. CoRR Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit
2018	—	`conf`	The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. ACL (1) Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2018	J	`jnl`	Universal Transformers. CoRR Mostafa Dehghani, Stephan Gouws, Oriol Vinyals, Jakob Uszkoreit, Lukasz Kaiser
2017	J	`jnl`	Attention Is All You Need. CoRR Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin
2017	—	`conf`	Attention is All you Need. NIPS Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin
2017	—	`conf`	Coarse-to-Fine Question Answering for Long Documents. ACL (1) Eunsol Choi, Daniel Hewlett, Jakob Uszkoreit, Illia Polosukhin, Alexandre Lacoste, Jonathan Berant
2017	—	`conf`	Neural Paraphrase Identification of Questions with Noisy Pretraining. SWCN@EMNLP Gaurav Singh Tomar, Thyago Duque, Oscar Täckström, Jakob Uszkoreit, Dipanjan Das
2017	J	`jnl`	Neural Paraphrase Identification of Questions with Noisy Pretraining. CoRR Gaurav Singh Tomar, Thyago Duque, Oscar Täckström, Jakob Uszkoreit, Dipanjan Das
2017	J	`jnl`	One Model To Learn Them All. CoRR Lukasz Kaiser, Aidan N. Gomez, Noam Shazeer, Ashish Vaswani, Niki Parmar, Llion Jones, Jakob Uszkoreit
2016	A*	`conf`	A Decomposable Attention Model for Natural Language Inference. EMNLP Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit
2016	J	`jnl`	A Decomposable Attention Model for Natural Language Inference. CoRR Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit
2016	J	`jnl`	Hierarchical Question Answering for Long Documents. CoRR Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, Jonathan Berant
2013	—	`conf`	Language-Independent Discriminative Parsing of Temporal Expressions. ACL (1) Gabor Angeli, Jakob Uszkoreit
2012	—	`conf`	A Feature-Rich Constituent Context Model for Grammar Induction. ACL (2) Dave Golland, John DeNero, Jakob Uszkoreit
2012	—	`conf`	Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. HLT-NAACL Oscar Täckström, Ryan T. McDonald, Jakob Uszkoreit
2011	A*	`conf`	Inducing Sentence Structure from Parallel Corpora for Reordering. EMNLP John DeNero, Jakob Uszkoreit
2011	A*	`conf`	Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. EMNLP Ashish Venugopal, Jakob Uszkoreit, David Talbot, Franz Josef Och, Juri Ganitkevitch
2010	A*	`conf`	'Poetic' Statistical Machine Translation: Rhyme and Meter. EMNLP Dmitriy Genzel, Jakob Uszkoreit, Franz Josef Och
2010	B	`conf`	Large Scale Parallel Document Mining for Machine Translation. COLING Jakob Uszkoreit, Jay Ponte, Ashok C. Popat, Moshe Dubiner
2009	—	`conf`	Creating a High-Quality Machine Translation System for a Low-Resource Language: Yiddish. MTSummit Dmitriy Genzel, Klaus Macherey, Jakob Uszkoreit
2008	A*	`conf`	Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation. ACL Jakob Uszkoreit, Thorsten Brants
2008	A*	`conf`	Lattice-based Minimum Error Rate Training for Statistical Machine Translation. EMNLP Wolfgang Macherey, Franz Josef Och, Ignacio Thayer, Jakob Uszkoreit