Dirk Weissenborn

According to our database, Dirk Weissenborn authored at least 28 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Simple Open-Vocabulary Object Detection with Vision Transformers.

Matthias Minderer, Alexey A. Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby

CoRR, 2022

Simple Open-Vocabulary Object Detection.

Matthias Minderer, Alexey A. Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Colorization Transformer.

Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner

Proceedings of the 9th International Conference on Learning Representations, 2021

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby

Proceedings of the 9th International Conference on Learning Representations, 2021

Differentiable Patch Selection for Image Recognition.

Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit, Thomas Unterthiner

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Object-Centric Learning with Slot Attention.

Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Scaling Autoregressive Video Models.

Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Axial Attention in Multidimensional Transformers.

Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn, Tim Salimans

CoRR, 2019

2018

Cross-lingual Candidate Search for Biomedical Concept Normalization.

Roland Roller, Madeleine Kittner, Dirk Weissenborn, Ulf Leser

CoRR, 2018

Jack the Reader - A Machine Reading Framework.

Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

FastQA: A Simple and Efficient Neural Architecture for Question Answering.

Dirk Weissenborn, Georg Wiese, Laura Seiffe

CoRR, 2017

Reading Twice for Natural Language Understanding.

Dirk Weissenborn

CoRR, 2017

Neural Domain Adaptation for Biomedical Question Answering.

Georg Wiese, Dirk Weissenborn, Mariana L. Neves

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Making Neural QA as Simple as Possible but not Simpler.

Dirk Weissenborn, Georg Wiese, Laura Seiffe

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Neural Question Answering at BioASQ 5B.

Georg Wiese, Dirk Weissenborn, Mariana L. Neves

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

2016

Sar-graphs: A language resource connecting linguistic knowledge with semantic relations from knowledge graphs.

Sebastian Krause, Leonhard Hennig, Andrea Moro, Dirk Weissenborn, Feiyu Xu, Hans Uszkoreit, Roberto Navigli

J. Web Semant., 2016

MuFuRU: The Multi-Function Recurrent Unit.

Dirk Weissenborn, Tim Rocktäschel

CoRR, 2016

Separating Answers from Queries for Neural Reading Comprehension.

Dirk Weissenborn

CoRR, 2016

SynsetRank: Degree-adjusted Random Walk for Relation Identification.

Shinichi Nakajima, Sebastian Krause, Dirk Weissenborn, Sven Schmeier, Nico Görnitz, Feiyu Xu

CoRR, 2016

A Light-weight & Robust System for Clinical Concept Disambiguation.

Dirk Weissenborn, Roland Roller, Feiyu Xu, Hans Uszkoreit, Enrique Garcia Perez

Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016

Neural Associative Memory for Dual-Sequence Modeling.

Dirk Weissenborn

Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

Event Linking with Sentential Features from Convolutional Neural Networks.

Sebastian Krause, Feiyu Xu, Hans Uszkoreit, Dirk Weissenborn

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

2015

An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.

George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R. Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artières, Axel-Cyrille Ngonga Ngomo, Norman Heino, Éric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras

BMC Bioinform., 2015

Discovering relations between indirectly connected biomedical concepts.

Dirk Weissenborn, Michael Schroeder, George Tsatsaronis

J. Biomed. Semant., 2015

DFKI: Multi-objective Optimization for the Joint Disambiguation of Entities and Nouns & Deep Verb Sense Disambiguation.

Dirk Weissenborn, Feiyu Xu, Hans Uszkoreit

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities.

Dirk Weissenborn, Leonhard Hennig, Feiyu Xu, Hans Uszkoreit

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2013

DBpedia Spotlight at the MSM2013 Challenge.

Pablo N. Mendes, Dirk Weissenborn, Chris Hokamp

Proceedings of the Concept Extraction Challenge at the Workshop on 'Making Sense of Microposts', 2013

Answering Factoid Questions in the Biomedical Domain.

Dirk Weissenborn, George Tsatsaronis, Michael Schroeder

Proceedings of the first Workshop on Bio-Medical Semantic Indexing and Question Answering, 2013