Publications
Presentations
OpenDR in the Media
Scientific Papers
| Journals |
|---|
| No. | Title | Authors | Journal |
|---|---|---|---|
| 01 | Multilinear Compressive Learning | Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis | IEEE Transactions on Neural Networks and Learning Systems, 2020 |
| 02 | Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices | N. Passalis, A. Iosifidis, M. Gabbouj, and A. Tefas | IEEE Transactions on Neural Networks and Learning Systems, 2020 |
| 03 | Improving the performance of lightweight CNNs for binary classification using Quadratic Mutual Information regularization | M. Tzelepi and A.Tefas | Pattern Recognition, 2020 |
| 04 | EfficientPS: Efficient Panoptic Segmentation | R. Mohan, A. Valada | Computer Vision and Pattern Recognition, 2020 |
| Conferences |
|---|
| No. | Title | Authors | Conference |
|---|---|---|---|
| 01 | Heterogeneous Knowledge Distillation using Information Flow Modeling (Code) | Ν. Passalis, M. Tzelepi, and A. Tefas | IEEE Conference on Computer Vision and Pattern Recognition, 2020 |
| 02 | Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics (Code) | M. Kirtas, K. Tsampazis, N. Passalis, and A. Tefas | 16th International Conference on Artificial Intelligence Applications and Innovations (ΑΙΑΙ), 2020 |
| 03 | Leveraging Deep Reinforcement Learning For Active Shooting Under Open-World Setting (Code) | A. Tzimas, N. Passalis, and A. Tefas | IEEE International Conference on Multimedia and Expo, 2020 |
| 04 | Quadratic Mutual Information Regularization in real-time deep CNN models | M. Tzelepi and A.Tefas | IEEE International Workshop on Machine Learning for Signal Processing, 2020 |
| 05 | Robust Hypersphere-based Weight Imprinting for Few-shot Learning | N. Passalis, A. Iosifidis, M. Gabbouj, and A. Tefas | European Signal Processing Conference, 2020 |
| 06 | CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR Maps | D. Cattaneo, D. Sorrenti, A. Valada | ICRA Workshop on Emerging Learning and Algorithmic Methods for Data Association in Robotics, 2020 |
| 07 | Improving Visual Question Answering using Active Perception on Static Images | T. Bozinis, N. Passalis and A. Tefas | International Conference on Pattern Recognition, 2020 |
| 08 | Efficient Adaptive Inference leveraging Bag-of-Features-based Early Exits | N.Passalis, J. Raitoharju, M. Gabbuj, A. Tefas | ΙΕΕΕ International Workshop on Multimedia Signal Processing, 2020 |
| 09 | Leveraging Active Perception for Improving Embedding-based Deep Face Recognition | N. Passalis, and A. Tefas | IEEE International Workshop on Multimedia Signal Processing, 2020 |
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