Damian Borth
Orcid: 0000-0002-4660-2627Affiliations:
- University of St.Gallen, Switzerland
- DFKI, Kaiserslautern, Germany (former)
According to our database1,
Damian Borth
authored at least 118 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities.
CoRR, 2024
CoRR, 2024
FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation.
CoRR, 2024
2023
Physics-Guided Multitask Learning for Estimating Power Generation and CO<sub>2</sub> Emissions From Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech.
CoRR, 2023
Sparsified Model Zoo Twins: Investigating Populations of Sparsified Neural Network Models.
CoRR, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Eurosat Model Zoo: A Dataset and Benchmark on Populations of Neural Networks and Its Sparsified Model Twins.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Fine-Grained Emotional Control of Text-to-Speech: Learning to Rank Inter- and Intra-Class Emotion Intensities.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 4th ACM International Conference on AI in Finance, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
2022
Toward Global Estimation of Ground-Level NO<sub>2</sub> Pollution With Deep Learning and Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Interspeech 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data.
CoRR, 2021
CoRR, 2021
Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space.
CoRR, 2021
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
A Novel Dataset and Benchmark for Surface No2 Prediction from Remote Sensing Data Including Covid Lockdown Measures.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Multi-view contrastive self-supervised learning of accounting data representations for downstream audit tasks.
Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021
2020
Leaking Sensitive Financial Accounting Data in Plain Sight using Deep Autoencoder Neural Networks.
CoRR, 2020
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement.
CoRR, 2020
Facial Recognition: A cross-national Survey on Public Acceptance, Privacy, and Discrimination.
CoRR, 2020
Learning Sampling in Financial Statement Audits using Vector Quantised Autoencoder Neural Networks.
CoRR, 2020
CoRR, 2020
Learning sampling in financial statement audits using vector quantised variational autoencoder neural networks.
Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020
2019
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks.
CoRR, 2019
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Dataset, July, 2018
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Dataset, July, 2018
EURASIP J. Audio Speech Music. Process., 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018
2017
CoRR, 2017
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks.
CoRR, 2017
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
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the Workshop on Multimodal Understanding of Social, 2017
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017
2016
AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis.
CoRR, 2016
Multimedia COMMONS Workshop 2016 (MMCommons 2016): Datasets, Evaluation, and Reproducibility.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset.
Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016
Proceedings of the Ninth International Conference on Mobile Computing and Ubiquitous Networking, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016
2015
CoRR, 2015
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015
What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015
2014
DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks.
CoRR, 2014
The Placing Task: A Large-Scale Geo-Estimation Challenge for Social-Media Videos and Images.
Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, 2014
Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support.
Proceedings of the International Conference on Multimedia Retrieval, 2014
Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014
2013
Content analysis meets viewers: linking concept detection with demographics on YouTube.
Int. J. Multim. Inf. Retr., 2013
Proceedings of the ACM Multimedia Conference, 2013
SentiBank: large-scale ontology and classifiers for detecting sentiment and emotions in visual content.
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the ACM Multimedia Conference, 2013
2012
Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the International Conference on Multimedia Retrieval, 2012
2011
Participation at TRECVID 2011 Semantic Indexing & Content-based Copy Detection Tasks.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
2010
Proceedings of the Video Search and Mining, 2010
DFKI and University of Kaiserslautern participation at TRECVID 2010 - Semantic Indexing Task.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
2009
Inform. Spektrum, 2009
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Video Copy Detection providing Localized Matches.
Proceedings of the Informatiktage 2009, 2009
Proceedings of the ICDM Workshops 2009, 2009
2008
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008
Keyframe Extraction for Video Tagging & Summarization.
Proceedings of the Informatiktage 2008, 2008