Dr. Ehsan Yaghoubi
Photo: Ehsan Yaghoubi
Postdoctoral Researcher
Computer Vision
Address
University of Hamburg
Faculty of Mathematics, Informatics and Natural Sciences
Department of Informatics
CV Research Group
Vogt-Koelln-Str. 30
22527 Hamburg
Office
Room: R-103
Contact
Tel: +49 40 428 83-2570
Publications
2024
- André Peter Kelm, Niels Hannemann, Bruno Heberle, Lucas Schmidt, Tim Rolff, Christian Wilms, Ehsan Yaghoubi, Simone Frintrop: Dynamic Inference and Top-down Attention in a Hierarchical Classification Network, in Proceedings of the 27th International Conference on Pattern Recognition (ICPR 2024), Lecture Notes in Computer Science, vol. 15328, A. Antonacopoulos, S. Chaudhuri, R. Chellappa, C.-L. Liu, S. Bhattacharya, U. Pal, Eds., Springer, Kolkata, India, December 1–5, 2024,[arxiv]
- Ehsan Yaghoubi, Tuyet Kim Tran, Diana Borza, Simone Frintrop: Attention-Based Fusion of Intra- and Intermodal Dynamics in Multimodal Sentiment Analysis, PerCom 2024, [webpage], [PDF]
- Sara Mínguez Monedero, Fabian Westhaeusser, Ehsan Yaghoubi, Simone Frintrop, Marina Zimmermann: RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification, MIDL 2024, [webpage], [PDF]
- Masoud Moeini, Ehsan Yaghoubi, Simone Frintrop: Street view images blur detection, Journal of Autonomous Intelligence (2024) Volume 7 Issue 3, [webpage], [PDF]
2023
- André Peter Kelm, Niels Hannemann, Bruno Heberle, Lucas Schmidt, Tim Rolff, Christian Wilms, Ehsan Yaghoubi, Simone Frintrop: Select High-Level Features: Efficient Experts from a Hierarchical Classification Network, 5th Workshop on practical ML for limited/low resource settings (PML4LRS) at ICLR 2024,[arxiv], [PDF]
- Ehsan Yaghoubi, André Kelm, Timo Gerkmann, Simone Frintrop: Acoustic and Visual Knowledge Distillation for Contrastive Audio-Visual Localization, International Conference on Multimodal Interaction, ICMI 2023, [PDF]
- André Peter Kelm, Niels Hannemann, Bruno Heberle, Lucas Schmidt, Tim Rolff, Christian Wilms, Ehsan Yaghoubi, Simone Frintrop: High-Level Parallelism and Nested Features for Dynamic Inference Cost and Top-Down Attention, arXiv:2308.05128, 2023, [arXiv], [PDF]
- Diana Laura Borza, Ehsan Yaghoubi, Simone Frintrop, Hugo Proença: Adaptive Spatial Transformation Networks for Periocular Recognition, Sensors 2023, 23(5), [webpage], [PDF]