Dengel, Andreas

EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

Helber, P., Bischke, B., Dengel, A., & Borth, D. (2019) · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Remote-Sensing Image ClassificationRemote Sensing and Land Use

Cited by 1,951

Audioclip: Extending Clip to Image, Text and Audio

Guzhov, A., Raue, F., Hees, J., & Dengel, A. (2022) · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Music and Audio ProcessingDomain Adaptation and Few-Shot Learning

Cited by 330

LIVECell—A large-scale dataset for label-free live cell segmentation

Edlund, C., Jackson, T. R., Khalid, N., Bevan, N., Dale, T., Dengel, A., Ahmed, S., Trygg, J., & Sjögren, R. (2021) · Nature Methods

Cell Image Analysis TechniquesAdvanced Neural Network Applications

Cited by 304

TSViz: Demystification of Deep Learning Models for Time-Series Analysis

Siddiqui, S. A., Mercier, D., Munir, M., Dengel, A., & Ahmed, S. (2019) · IEEE Access

Explainable Artificial Intelligence (XAI)Time Series Analysis and Forecasting

Cited by 95

ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent

Mercier, D., Rizvi, S., Rajashekar, V., Dengel, A., & Ahmed, S. (2021) · Proceedings of the 13th International Conference on Agents and Artificial Intelligence

scientometrics and bibliometrics researchSentiment Analysis and Opinion Mining

Cited by 19

Conceptual Explanations of Neural Network Prediction for Time Series

Kusters, F., Schichtel, P., Ahmed, S., & Dengel, A. (2020) · 2020 International Joint Conference on Neural Networks (IJCNN)

Explainable Artificial Intelligence (XAI)Time Series Analysis and Forecasting

Cited by 8