Jörn Hees

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 71

Top Venues

Kaiserslautern University of Technology, Germany (PHD)

Education History

Kaiserslautern University of Technology, Germany

PHD

Publications

Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Jörn Hees, Andreas Dengel
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data. CoRR (2024)
Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel
Cross-Domain Transformation for Outlier Detection on Tabular Datasets. IJCNN (2023)
Mohammad Majd Saad Al Deen, Maren Pielka, Jörn Hees, Bouthaina Soulef Abdou, Rafet Sifa
Improving Natural Language Inference in Arabic Using Transformer Models and Linguistically Informed Pre-Training. SSCI (2023)
Dayananda Herurkar, Mario Meier, Jörn Hees
RECol: Reconstruction Error Columns for Outlier Detection. KI (2023)
David Dembinsky, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel
Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM (2023)
Brian B. Moser, Federico Raue, Stanislav Frolov, Sebastian Palacio, Jörn Hees, Andreas Dengel
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Mohammad Majd Saad Al Deen, Maren Pielka, Jörn Hees, Bouthaina Soulef Abdou, Rafet Sifa
Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training. CoRR (2023)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR (2023)
Marcel Lamott, Jörn Hees, Adrian Ulges
Knowledge Base Question Answering by Transformer-Based Graph Pattern Scoring. ICCBR Workshops (2023)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
Audioclip: Extending Clip to Image, Text and Audio. ICASSP (2022)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
Less is More: Proxy Datasets in NAS approaches. CVPR Workshops (2022)
Timur Sattarov, Dayananda Herurkar, Jörn Hees
Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data. CoRR (2022)
Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel
Self-supervised Test-time Adaptation on Video Data. WACV (2022)
Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel
DT2I: Dense Text-to-Image Generation from Region Descriptions. CoRR (2022)
Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel
DT2I: Dense Text-to-Image Generation from Region Descriptions. ICANN (2) (2022)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
Less is More: Proxy Datasets in NAS approaches. CoRR (2022)
Brian B. Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. CoRR (2022)
Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. CoRR (2021)
Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jörn Hees, Andreas Dengel
ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. IJCNN (2021)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. IJCNN (2021)
Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. GCPR (2021)
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW (2021)
Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. CoRR (2021)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
AudioCLIP: Extending CLIP to Image, Text and Audio. CoRR (2021)
Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. CoRR (2021)
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR (2021)
Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
Spatial Transformer Networks for Curriculum Learning. CoRR (2021)
Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel
Rethinking RNN-Based Video Object Segmentation. VISIGRAPP (Revised Selected Papers) (2021)
Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper
Combining Transformer Generators with Convolutional Discriminators. KI (2021)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. CoRR (2021)
Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. VISIGRAPP (4: VISAPP) (2021)
Jörn Hees, Dayananda Herurkar, Mario Meier
RECol: Reconstruction Error Columns for Outlier Detection. CoRR (2021)
Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel
Adversarial Text-to-Image Synthesis: A Review. CoRR (2021)
Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel
Adversarial text-to-image synthesis: A review. Neural Networks 144 (2021)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
ESResNet: Environmental Sound Classification Based on Visual Domain Models. CoRR (2020)
Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. ICPR (2020)
Philipp Blandfort, Tushar Karayil, Jörn Hees, Andreas Dengel
The Focus-Aspect-Value model for predicting subjective visual attributes. Int. J. Multim. Inf. Retr. 9 (1) (2020)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
DartsReNet: Exploring New RNN Cells in ReNet Architectures. ICANN (1) (2020)
Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel
P ≈ NP, at least in Visual Question Answering. ICPR (2020)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
ESResNet: Environmental Sound Classification Based on Visual Domain Models. ICPR (2020)
Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. CoRR (2020)
Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. ICPR (2020)
Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel
Hybrid Sequence to Sequence Model for Video Object Segmentation. CoRR (2020)
Joachim Folz, Sebastian Palacio, Jörn Hees, Andreas Dengel
Adversarial Defense based on Structure-to-Signal Autoencoders. WACV (2020)
Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis. CoRR (2020)
Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel
P ≈ NP, at least in Visual Question Answering. CoRR (2020)
Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. ICANN (1) (2019)
Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel
Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. IGARSS (2019)
Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel
Fusion Strategies for Learning User Embeddings with Neural Networks. CoRR (2019)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
Comparison Between U-Net and U-ReNet Models in OCR Tasks. ICANN (3) (2019)
Patrick Helber, Benjamin Bischke, Qiushi Guo, Jörn Hees, Andreas Dengel
Multi-Scale Machine Learning for the Classification of Building Property Values. IGARSS (2019)
Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel
Towards a Sentinel-2 Based Human Settlement Layer. IGARSS (2019)
Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel
Fusion Strategies for Learning User Embeddings with Neural Networks. IJCNN (2019)
Tushar Karayil, Asif Irfan, Federico Raue, Jörn Hees, Andreas Dengel
Conditional GANs for Image Captioning with Sentiments. ICANN (4) (2019)
Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel
The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. ICMR (2019)
Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel
The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images. CoRR (2018)
Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel
Towards Semantically Enhanced Data Understanding. CoRR (2018)
Markus Schröder, Jörn Hees, Ansgar Bernardi, Daniel Ewert, Peter Klotz, Steffen Stadtmüller
Simplified SPARQL REST API - CRUD on JSON Object Graphs via URI Paths. CoRR (2018)
Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel
What do Deep Networks Like to See? CoRR (2018)
Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel
What Do Deep Networks Like to See? CVPR (2018)
Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel
Adversarial Defense based on Structure-to-Signal Autoencoders. CoRR (2018)
Markus Schröder, Jörn Hees, Ansgar Bernardi, Daniel Ewert, Peter Klotz, Steffen Stadtmüller
Simplified SPARQL REST API - CRUD on JSON Object Graphs via URI Paths. ESWC (Satellite Events) (2018)
Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel
An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor. CoRR (2018)
Philipp Blandfort, Jörn Hees, Desmond Upton Patton
An Overview of Computational Approaches for Analyzing Interpretation. CoRR (2018)
Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel
RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. ISWC (Posters, Demos & Industry Tracks) (2017)
Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
Predicting Human Associations with Graph Patterns Learned from Linked Data. ISWC (Posters, Demos & Industry Tracks) (2017)
Jörn Hees, Benjamin Adrian, Ralf Biedert, Thomas Roth-Berghofer, Andreas Dengel
TSSort: Probabilistic Noise Resistant Sorting. CoRR (2016)
Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) (2016)
Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs: Finding Patterns for Human Associations in DBpedia. CoRR (2016)
Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) (2016)
Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia. EKAW (2016)
Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel
Analysis and Forecasting of Trending Topics in Online Media Streams. CoRR (2014)
Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel
Analysis and forecasting of trending topics in online media streams. ACM Multimedia (2013)
Jörn Hees, Mohamed Khamis, Ralf Biedert, Slim Abdennadher, Andreas Dengel
Collecting Links between Entities Ranked by Human Association Strengths. ESWC (2013)
Ralf Biedert, Jörn Hees, Andreas Dengel, Georg Buscher
A robust realtime reading-skimming classifier. ETRA (2012)
Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel
BetterRelations: Using a Game to Rate Linked Data Triples. KI (2011)
Ralf Biedert, Georg Buscher, Sven Schwarz, Jörn Hees, Andreas Dengel
Text 2.0. CHI Extended Abstracts (2010)
Jörn Hees, Thomas Roth-Berghofer, Andreas Dengel
Linked Data Games: Simulating Human Association with Linked Data. LWA (2010)
Benjamin Adrian, Jörn Hees, Ivan Herman, Michael Sintek, Andreas Dengel
Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data. EKAW (2010)
Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas M. Breuel, Roberto Paredes
TubeFiler: an automatic web video categorizer. ACM Multimedia (2009)
Benjamin Adrian, Jörn Hees, Ludger van Elst, Andreas Dengel
iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured Text. KI (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jörn Hees