Dirk Weissenborn

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 31

Top Topics

Pavement Distress

Wavelet Packet Decomposition

Question Answering

Top Venues

Publications

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
Simple Open-Vocabulary Object Detection with Vision Transformers. CoRR (2022)
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
Simple Open-Vocabulary Object Detection. ECCV (10) (2022)
Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner
Colorization Transformer. ICLR (2021)
Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit, Thomas Unterthiner
Differentiable Patch Selection for Image Recognition. CoRR (2021)
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. ICLR (2021)
Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner
Colorization Transformer. CoRR (2021)
Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit, Thomas Unterthiner
Differentiable Patch Selection for Image Recognition. CVPR (2021)
Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf
Object-Centric Learning with Slot Attention. NeurIPS (2020)
Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf
Object-Centric Learning with Slot Attention. CoRR (2020)
Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit
Scaling Autoregressive Video Models. ICLR (2020)
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. CoRR (2020)
Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit
Scaling Autoregressive Video Models. CoRR (2019)
Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn, Tim Salimans
Axial Attention in Multidimensional Transformers. CoRR (2019)
Dirk Weissenborn, Pasquale Minervini, Tim Dettmers, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Pontus Stenetorp, Sebastian Riedel
Jack the Reader - A Machine Reading Framework. CoRR (2018)
Roland Roller, Madeleine Kittner, Dirk Weissenborn, Ulf Leser
Cross-lingual Candidate Search for Biomedical Concept Normalization. CoRR (2018)
Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel
Jack the Reader - A Machine Reading Framework. ACL (4) (2018)
Dirk Weissenborn, Georg Wiese, Laura Seiffe
Making Neural QA as Simple as Possible but not Simpler. CoNLL (2017)
Dirk Weissenborn, Georg Wiese, Laura Seiffe
FastQA: A Simple and Efficient Neural Architecture for Question Answering. CoRR (2017)
Georg Wiese, Dirk Weissenborn, Mariana L. Neves
Neural Domain Adaptation for Biomedical Question Answering. CoRR (2017)
Georg Wiese, Dirk Weissenborn, Mariana L. Neves
Neural Question Answering at BioASQ 5B. BioNLP (2017)
Dirk Weissenborn
Reading Twice for Natural Language Understanding. CoRR (2017)
Georg Wiese, Dirk Weissenborn, Mariana L. Neves
Neural Domain Adaptation for Biomedical Question Answering. CoNLL (2017)
Georg Wiese, Dirk Weissenborn, Mariana L. Neves
Neural Question Answering at BioASQ 5B. CoRR (2017)
Dirk Weissenborn, Tim Rocktäschel
MuFuRU: The Multi-Function Recurrent Unit. CoRR (2016)
Dirk Weissenborn
Separating Answers from Queries for Neural Reading Comprehension. CoRR (2016)
Sebastian Krause, Feiyu Xu, Hans Uszkoreit, Dirk Weissenborn
Event Linking with Sentential Features from Convolutional Neural Networks. CoNLL (2016)
Dirk Weissenborn
Neural Associative Memory for Dual-Sequence Modeling. CoRR (2016)
Shinichi Nakajima, Sebastian Krause, Dirk Weissenborn, Sven Schmeier, Nico Görnitz, Feiyu Xu
SynsetRank: Degree-adjusted Random Walk for Relation Identification. CoRR (2016)
Dirk Weissenborn
Neural Associative Memory for Dual-Sequence Modeling. Rep4NLP@ACL (2016)
Dirk Weissenborn, Roland Roller, Feiyu Xu, Hans Uszkoreit, Enrique Garcia Perez
A Light-weight & Robust System for Clinical Concept Disambiguation. SMBM (2016)
Sebastian Krause, Leonhard Hennig, Andrea Moro, Dirk Weissenborn, Feiyu Xu, Hans Uszkoreit, Roberto Navigli
Sar-graphs: A language resource connecting linguistic knowledge with semantic relations from knowledge graphs. J. Web Semant. (2016)
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
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. BMC Bioinform. 16 (2015)
Dirk Weissenborn, Feiyu Xu, Hans Uszkoreit
DFKI: Multi-objective Optimization for the Joint Disambiguation of Entities and Nouns & Deep Verb Sense Disambiguation. SemEval@NAACL-HLT (2015)
Dirk Weissenborn, Leonhard Hennig, Feiyu Xu, Hans Uszkoreit
Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities. ACL (1) (2015)
Dirk Weissenborn, Michael Schroeder, George Tsatsaronis
Discovering relations between indirectly connected biomedical concepts. J. Biomed. Semant. 6 (2015)
Dirk Weissenborn, Michael Schroeder, George Tsatsaronis
Discovering Relations between Indirectly Connected Biomedical Concepts. DILS (2014)
Pablo N. Mendes, Dirk Weissenborn, Chris Hokamp
DBpedia Spotlight at the MSM2013 Challenge. #MSM (2013)
Dirk Weissenborn, George Tsatsaronis, Michael Schroeder
Answering Factoid Questions in the Biomedical Domain. BioASQ@CLEF (2013)