Publications

Journals
No.TitleAuthorsJournal
01Multilinear Compressive LearningDat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros IosifidisIEEE Transactions on Neural Networks and Learning Systems, 2020
02Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded DevicesN. Passalis, A. Iosifidis, M. Gabbouj, and A. TefasIEEE Transactions on Neural Networks and Learning Systems, 2020
03Improving the performance of lightweight CNNs for binary classification using Quadratic Mutual Information regularizationM. Tzelepi and A.TefasPattern Recognition, 2020
04EfficientPS: Efficient Panoptic SegmentationR. Mohan, A. ValadaComputer Vision and Pattern Recognition, 2020
Conferences
No.TitleAuthorsConference
01Heterogeneous Knowledge Distillation using Information Flow Modeling (Code)Ν. Passalis, M. Tzelepi, and A. TefasIEEE Conference on Computer Vision and Pattern Recognition, 2020
02Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics (Code)M. Kirtas, K. Tsampazis, N. Passalis, and A. Tefas16th International Conference on Artificial Intelligence Applications and Innovations (ΑΙΑΙ), 2020
03Leveraging Deep Reinforcement Learning For Active Shooting Under Open-World Setting (Code)A. Tzimas, N. Passalis, and A. TefasIEEE International Conference on Multimedia and Expo, 2020
04Quadratic Mutual Information Regularization in real-time deep CNN modelsM. Tzelepi and A.TefasIEEE International Workshop on Machine Learning for Signal Processing, 2020
05Robust Hypersphere-based Weight Imprinting for Few-shot LearningN. Passalis, A. Iosifidis, M. Gabbouj, and A. TefasEuropean Signal Processing Conference, 2020
06CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR MapsD. Cattaneo, D. Sorrenti, A. ValadaICRA Workshop on Emerging Learning and Algorithmic Methods for Data Association in Robotics, 2020
07Improving Visual Question Answering using Active Perception on Static ImagesT. Bozinis, N. Passalis and A. TefasInternational Conference on Pattern Recognition, 2020
08Efficient Adaptive Inference leveraging Bag-of-Features-based Early ExitsN.Passalis, J. Raitoharju, M. Gabbuj, A. TefasΙΕΕΕ International Workshop on Multimedia Signal Processing, 2020
09Leveraging Active Perception for Improving Embedding-based Deep Face RecognitionN. Passalis, and A. TefasIEEE International Workshop on Multimedia Signal Processing, 2020

Coming soon!