Jakob Uszkoreit
28 papers · 2008–2022 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(4)
🔬
Deep Specialist
(11)
🧭
Keyword Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(76)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
machine translation
(6)
autoregressive model
(4)
transformer architecture
(3)
attention mechanism
(3)
vision transformer
(3)
neural machine translation
(3)
neural network
(3)
sequence generation
(2)
parallel decoding
(2)
image classification
(2)
sequence model
(2)
convolutional neural network
(2)
image super-resolution
(2)
recurrent neural network
(2)
question answering
(1)
reinforcement learning
(1)
video generation
(1)
3d reconstruction
(1)
computer vision
(1)
image translation
(1)
Papers
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations
CVPR 2022
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
ICLR 2021
Differentiable Patch Selection for Image Recognition
CVPR 2021
MLP-Mixer: An all-MLP Architecture for Vision
NeurIPS 2021
An Empirical Study of Generation Order for Machine Translation
EMNLP 2020
Object-Centric Learning with Slot Attention
NeurIPS 2020
Scaling Autoregressive Video Models
ICLR 2020
Towards End-to-End In-Image Neural Machine Translation
EMNLP 2020
Insertion Transformer: Flexible Sequence Generation via Insertion Operations
ICML 2019
Music Transformer: Generating Music with Long-Term Structure
ICLR 2019
Universal Transformers
ICLR 2019
Blockwise Parallel Decoding for Deep Autoregressive Models
NeurIPS 2018
Fast Decoding in Sequence Models Using Discrete Latent Variables
ICML 2018
Image Transformer
ICML 2018
Self-Attention with Relative Position Representations
NAACL 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
ACL 2018
Attention is All you Need
NeurIPS 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
“Poetic” Statistical Machine Translation: Rhyme and Meter
EMNLP 2010
Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
ACL 2008
Lattice-based Minimum Error Rate Training for Statistical Machine Translation
EMNLP 2008