B. Psomas, I. Kakogeorgiou, K. Karantzalos, and Y. Avrithis (2023) Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?. arXiv:2309.06891, 2023-09-13. (more) (download)

M. Lazarou, Y. Avrithis, G. Ren, and T. Stathaki (2023) Adaptive Anchor Label Propagation for Transductive Few-Shot Learning. IEEE International Conference on Image Processing (ICIP), 331-335, 2023-10-08. (more) (download)

N. Alinaghi, T. CK Kwok, P. Kiefer, and I. Giannopoulos (2023) Do You Need Instructions Again? Predicting Wayfinding Instruction Demand. Leibniz International Proceedings in Informatics (LIPIcs), 12th International Conference on Geographic Information Science (GIScience), 277, 2023-09-07. (more) (download)

Y. Cai, Z. Zhang, P. Ghamisi, B. Rasti, X. Liu, and Z. Cai (2023) Transformer-based Contrastive Prototypical Clustering for Multimodal Remote Sensing Data. Information Sciences, 119655, 2023-09-06. (more) (download)

I. Hernandez-Sequeira, R. Fernandez-Beltran, Y. Xu, P. Ghamisi, and F. Pla (2023) Semi-supervised Classification for Remote Sensing Datasets. International Conference on Image Analysis and Processing, 463-474, 2023-09-05. (more) (download)

S. T. Seydi, M. Hasanlou, J. Chanussot, and P. Ghamisi (2023) Leveraging Involution and Convolution in an Explainable Building Damage Detection Framework. European Journal of Remote Sensing, 2252166, 2023-09-05. (more) (download)

A. Gruca, F. Serva, L. Lliso, P. Rípodas, X. Calbet, P. Herruzo, J. Pihrt, R. Raevskyi, P. Šimánek, M. Choma, Y. Li, H. Dong, Y. Belousov, S. Polezhaev, B. Pulfer, M. Seo, D. Kim, S. Shin, E. Kim, S. Ahn, Y. Choi, J. Park, M. Son, S. Cho, I. Lee, C. Kim, T. Kim, S. Kang, H. Shin, D. Yoon, S. Eom, K. Shin, S.-Y. Yun, B. Le Saux, M. K. Kopp, S. Hochreiter, and D. P. Kreil (2023) Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts. Proceedings of the NeurIPS 2022 Competitions Track, PMLR, 220, 292-313, 2023-09-04. (more) (download)

T. Tschoellitsch, P. Seidl, C. Böck, A. Maletzky, P. Moser, S. Thumfart, M. Giretzlehner, S. Hochreiter, and J. Meier (2023) Using Emergency Department Triage for Machine Learning-Based Admission and Mortality Prediction. European Journal of Emergency Medicine, 2023-08-14. (more) (download)

A. Jamali, S. K. Roy, D. Hong, P. M. Atkinson, and P. Ghamisi (2023) Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping. arXiv:2308.05235, 2023-08-09. (more) (download)

W. Yu, Y. Xu, and P. Ghamisi (2023) Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models. arXiv:2307.16865, 2023-07-31. (more) (download)

R. Jena, A. Shanableh, R. Al-Ruzouq, B. Pradhan, M. B. A Gibril, O. Ghorbanzadeh, C. Atzberger, M. A. Khalil, H. Mittal, and P. Ghamisi (2023) An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region. Remote Sensing, 15, 15, 3759, 2023-07-28. (more) (download)

M. Neun, C. Eichenberger, Y. Xin, C. Fu, N. Wiedemann, H. Martin, M. Tomko, L. Ambühl, L. Hermes, and M. Kopp (2023) Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities. IEEE Transactions on Intelligent Transportation Systems, 2023-07-17. (more) (download)

F. Paischer, T. Adler, M. Hofmarcher, and S. Hochreiter (2023) SITTA: A Semantic Image-Text Alignment for Image Captioning. arXiv:2307.05591, 2023-07-10. (more) (download)

K. Schweighofer, L. Aichberger, M. Ielanskyi, G. Klambauer, and S. Hochreiter (2023) Quantification of Uncertainty with Adversarial Models. arXiv:2307.03217, 2023-07-06. (more) (download)

L. Ouyang, G. Guo, L. Fang, P. Ghamisi, and J. Yue (2023) PCLDet: Prototypical Contrastive Learning for Fine-Grained Object Detection in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 61, 2023-06-27. (more) (download)

T. Schmied, M. Hofmarcher, F. Paischer, R. Pascanu, and S. Hochreiter (2023) Learning to Modulate Pre-trained Models in RL. arXiv:2306.14884, 2023-06-26. (more) (download)

N. Dräger, Y. Xu, and P. Ghamisi (2023) Backdoor Attacks for Remote Sensing Data with Wavelet Transform. IEEE Transactions on Geoscience and Remote Sensing, 61, 2023-06-26. (more) (download)

A. Mayr, S. Lehner, A. Mayrhofer, C. Kloss, S. Hochreiter, and J. Brandstetter (2023) Boundary Graph Neural Networks for 3D Simulations. Proceedings of the AAAI Conference on Artificial Intelligence, 37, 8, 9099-9107, 2023-06-26. (more) (download)

F. Paischer, T. Adler, M. Hofmarcher, and S. Hochreiter (2023) Semantic HELM: An Interpretable Memory for Reinforcement Learning. arXiv:2306.09312, 2023-06-15. (more) (download)

A. Jamali, S. K. Roy, J. Li, and P. Ghamisi (2023) Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. arXiv:2306.04947, 2023-06-08. (more) (download)

R. Jena, A. Shanableh, R. Al-Ruzouq, B. Pradhan, M. B. A Gibril, M. A. Khalil, O. Ghorbanzadeh, and P. Ghamisi (2023) Earthquake Spatial Probability and Hazard Estimation Using Various Explainable AI (XAI) Models at the Arabian Peninsula. Remote Sensing Applications: Society and Environment, 31, 101004, 2023-06-01. (more) (download)

A. Jamali, S. K. Roy, and P. Ghamisi (2023) WetMapFormer: A Unified Deep CNN and Vision Transformer for Complex Wetland Mapping. International Journal of Applied Earth Observation and Geoinformation, 120, 103333, 2023-06-01. (more) (download)

A. Jamali, S. K. Roy, J. Li, and P. Ghamisi (2023) TransU-Net++: Rethinking Attention Gated TransU-Net for Deforestation Mapping. International Journal of Applied Earth Observation and Geoinformation, 120, 103332, 2023-06-01. (more) (download)

A. J. Afifi, S. T. Thiele, S. Lorenz, P. Ghamisi, R. Tolosana-Delgado, M. Kirsch, R. Gloaguen, and M. Heizmann (2023) Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences. arXiv:2305.09928, 2023-05-17. (more) (download)


Imprint | Privacy Policy

Stay in the know with developments at IARAI

We can let you know if there’s any

updates from the Institute.
You can later also tailor your news feed to specific research areas or keywords (Privacy)

Log in with your credentials

Forgot your details?

Create Account