| 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 (CVPR), 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 (ICME), 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 (MLSP), 2020 |
| 05 | Robust Hypersphere-based Weight Imprinting for Few-shot Learning | N. Passalis, A. Iosifidis, M. Gabbouj, and A. Tefas | European Signal Processing Conference (EUSIPCO), 2020 |
| 06 | CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR Maps | D. Cattaneo, D. Sorrenti and 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 | 25th International Conference on Pattern Recognition (ICPR), 2020 |
| 08 | Efficient Adaptive Inference leveraging Bag-of-Features-based Early Exits | N.Passalis, J. Raitoharju, M. Gabbuj and A. Tefas | ΙΕΕΕ International Workshop on Multimedia Signal Processing (MMSP), 2020 |
| 09 | Leveraging Active Perception for Improving Embedding-based Deep Face Recognition | N. Passalis, and A. Tefas | IEEE International Workshop on Multimedia Signal Processing (MMSP), 2020 |
| 10 | Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition | Negar Heidari and Alexandros Iosifidis | 25th International Conference on Pattern Recognition (ICPR), 2020 |
| 11 | Supervised Domain Adaptation using Graph Embedding | Lukas Hedegaard Morsing, Omar Ali Sheikh-Omar and Alexandros Iosifidis | 25th International Conference on Pattern Recognition (ICPR), 2020 |
| 12 | Human Action Recognition using Recurrent Bag-of-Features Pooling | Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj and Anastasios Tefas | 25th International Conference on Pattern Recognition (ICPR), 2020 |
| 13 | Subset Sampling For Progressive Neural Network Learning | Dat Thanh Tran, Moncef Gabbouj and Alexandros Iosifidis | IEEE International Conference on Image Processing (ICIP), 2020 |
| 14 | Performance Indicator in Multilinear Compressive Learning | D. Tran, M. Gabbouj and A. Iosifidis | IEEE Symposium Series on Computational Intelligence (SSCI), 2020 |
| 15 | MOPT: Multi-Object Panoptic Tracking | J. Hurtado, R. Mohan, W. Burgard, A. Valada | The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Scalability in Autonomous Driving, 2020 |
| 16 | Leveraging Quadratic Spherical Mutual Information Hashing for Fast Image Retrieval | N. Passalis and A. Tefas | 25th International Conference on Pattern Recognition (ICPR), 2020 |
| 17 | Progressive spatio-temporal graph convolutional network for skeleton-based human action recognition | N. Heidari and A. Iosifidis | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 |
| 18 | On the spatial attention in Spatio-Temporal Graph Convolutional Networks for skeleton-based human action recognition | N. Heidari and A. Iosifidis | International Joint Conference on Neural Networks (IJCNN), 2021 |
| 19 | Efficient Realistic Data Generation Framework leveraging Deep Learning-based Human Digitization | C. Symeonidis, P. Nousi, P. Tosidis, K. Tsampazis, N. Passalis, A. Tefas, and N. Nikolaidis | 22nd International Conference on Engineering Applications of Neural Networks (EANN), 2021 |
| 20 | Semantic Scene Segmentation for Robotics Applications | M. Tzelepi and A. Tefas | 12th International Conference on Information, Intelligence, Systems and Applications (IISA), 2021 |
| 21 | Adaptive Inference for Face Recognition leveraging Deep Metric Learning-enabled Early Exit | N. Passalis and A. Tefas | 29th European Signal Processing Conference, (EUSIPCO), 2021 |
| 22 | Pseudo-Active Vision for Improving Deep Visual Perception | N. Passalis and A. Tefas | IEEE International Conference on Image Processing (ICIP), 2021 |
| 23 | Temporal Difference Rewards for End-to-end Vision-based Active Robot Tracking using Deep Reinforcement
Learning | P. Tiritiris, N. Passalis and A. Tefas | International Conference on Emerging Techniques in Computational Intelligence (ICETCI), 2021 |
| 24 | Efficient Training of Lightweight Neural Networks Using Online Self-Acquired Knowledge Distillation | M. Tzelepi and A. Tefas | IEEE International Conference on Multimedia and Expo (ICME), 2021 |
