Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

2022

Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data.

[BibT_eX]

[DOI]

Timur Sattarov

Dayananda Herurkar

Jörn Hees

CoRR, 2022

Self-supervised Test-time Adaptation on Video Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Audioclip: Extending Clip to Image, Text and Audio.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

DT2I: Dense Text-to-Image Generation from Region Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Less is More: Proxy Datasets in NAS approaches.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Adversarial text-to-image synthesis: A review.

[BibT_eX]

[DOI]

Neural Networks, 2021

Spatial Transformer Networks for Curriculum Learning.

[BibT_eX]

[DOI]

Fatemeh Azimi

Jean-Francois Jacques Nicolas Nies

CoRR, 2021

Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching.

[BibT_eX]

[DOI]

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Combining Transformer Generators with Convolutional Discriminators.

[BibT_eX]

[DOI]

Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021

ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

XAI Handbook: Towards a Unified Framework for Explainable AI.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Rethinking RNN-Based Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2021

AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

2020

The Focus-Aspect-Value model for predicting subjective visual attributes.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

Leveraging Visual Question Answering to Improve Text-to-Image Synthesis.

[BibT_eX]

[DOI]

CoRR, 2020

Hybrid Sequence to Sequence Model for Video Object Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Defense based on Structure-to-Signal Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

P ≈ NP, at least in Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

ESResNet: Environmental Sound Classification Based on Visual Domain Models.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

DartsReNet: Exploring New RNN Cells in ReNet Architectures.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Fusion Strategies for Learning User Embeddings with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Towards a Sentinel-2 Based Human Settlement Layer.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Scale Machine Learning for the Classification of Building Property Values.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Comparison Between U-Net and U-ReNet Models in OCR Tasks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Conditional GANs for Image Captioning with Sentiments.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

A Reinforcement Learning Approach for Sequential Spatial Transformer Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018

Simulating Human Associations with Linked Data.

[BibT_eX]

[DOI]

Jörn Hees

PhD thesis, 2018

An Overview of Computational Approaches for Analyzing Interpretation.

[BibT_eX]

[DOI]

Philipp Blandfort

Jörn Hees

Desmond Upton Patton

CoRR, 2018

The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images.

[BibT_eX]

[DOI]

CoRR, 2018

Towards Semantically Enhanced Data Understanding.

[BibT_eX]

[DOI]

CoRR, 2018

An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarial Defense based on Structure-to-Signal Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2018

Simplified SPARQL REST API - CRUD on JSON Object Graphs via URI Paths.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2018 Satellite Events, 2018

What Do Deep Networks Like to See?

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Predicting Human Associations with Graph Patterns Learned from Linked Data.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

2016

TSSort: Probabilistic Noise Resistant Sorting.

[BibT_eX]

[DOI]

Jörn Hees

Benjamin Adrian

Ralf Biedert

Thomas Roth-Berghofer

Andreas Dengel

CoRR, 2016

Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping.

[BibT_eX]