← Authors

Jakob Uszkoreit

28 papers · 2008–2022 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (33) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (14) 🌈 Renaissance Researcher (5) 🌟 Keyword Trendsetter Combo (4) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (28) πŸ—ƒοΈ Keyword Collector (65) ⚑ Prolific Year (5)

Conferences

EMNLP (7) ACL (5) ICLR (4) NIPS (4) ICML (3) CVPR (2) NAACL (2) COLING (1)

Top co-authors

Noam Shazeer (6) Ashish Vaswani (6) Alexey Dosovitskiy (5) Mitchell Stern (4) Dirk Weissenborn (4) LUKASZ KAISER (4) Niki Parmar (4) Thomas Unterthiner (4) Oscar TΓ€ckstrΓΆm (3) Franz Och (3)

Keywords

machine translation (5) neural machine translation (3) attention mechanism (3) transformer architecture (3) autoregressive model (3) neural network (3) image super-resolution (2) parallel decoding (2) vision transformer (2) convolutional neural network (2) sequence generation (2) text generation (1) reinforcement learning (1) document understanding (1) question answering (1) 3d reconstruction (1) image recognition (1) image classification (1) scene representation (1) reading comprehension (1)

Papers

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations CVPR 2022
Differentiable Patch Selection for Image Recognition CVPR 2021
MLP-Mixer: An all-MLP Architecture for Vision NIPS 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale ICLR 2021
Towards End-to-End In-Image Neural Machine Translation EMNLP 2020
An Empirical Study of Generation Order for Machine Translation EMNLP 2020
Scaling Autoregressive Video Models ICLR 2020
Object-Centric Learning with Slot Attention NIPS 2020
Music Transformer: Generating Music with Long-Term Structure ICLR 2019
Insertion Transformer: Flexible Sequence Generation via Insertion Operations ICML 2019
Universal Transformers ICLR 2019
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018
Blockwise Parallel Decoding for Deep Autoregressive Models NIPS 2018
Image Transformer ICML 2018
Self-Attention with Relative Position Representations NAACL 2018
Fast Decoding in Sequence Models Using Discrete Latent Variables ICML 2018
Attention is All you Need NIPS 2017
Coarse-to-Fine Question Answering for Long Documents ACL 2017
A Decomposable Attention Model for Natural Language Inference EMNLP 2016
Language-Independent Discriminative Parsing of Temporal Expressions ACL 2013
A Feature-Rich Constituent Context Model for Grammar Induction ACL 2012
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure NAACL 2012
Inducing Sentence Structure from Parallel Corpora for Reordering EMNLP 2011
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. EMNLP 2011
Large Scale Parallel Document Mining for Machine Translation COLING 2010
β€œPoetic” Statistical Machine Translation: Rhyme and Meter EMNLP 2010
Lattice-based Minimum Error Rate Training for Statistical Machine Translation EMNLP 2008
Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation ACL 2008