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Christos Koutlis
Christos Koutlis
Postdoctoral Researcher, Information Technologies Institute, CERTH
Verified email at iti.gr - Homepage
Title
Cited by
Cited by
Year
Evaluation of Granger causality measures for constructing networks from multivariate time series
E Siggiridou, C Koutlis, A Tsimpiris, D Kugiumtzis
Entropy 21 (11), 1080, 2019
412019
Transcranial magnetic stimulation combined with EEG reveals covert states of elevated excitability in the human epileptic brain
VK Kimiskidis, C Koutlis, A Tsimpiris, R Kälviäinen, P Ryvlin, D Kugiumtzis
International journal of neural systems 25 (05), 1550018, 2015
372015
Discrimination of coupling structures using causality networks from multivariate time series
C Koutlis, D Kugiumtzis
Chaos: An Interdisciplinary Journal of Nonlinear Science 26 (9), 2016
242016
Dynamics of epileptiform discharges induced by transcranial magnetic stimulation in genetic generalized epilepsy
D Kugiumtzis, C Koutlis, A Tsimpiris, VK Kimiskidis
International journal of neural systems 27 (07), 1750037, 2017
222017
LAVARNET: Neural network modeling of causal variable relationships for multivariate time series forecasting
C Koutlis, S Papadopoulos, M Schinas, I Kompatsiaris
Applied soft computing 96, 106685, 2020
182020
Identification of hidden sources by estimating instantaneous causality in high-dimensional biomedical time series
C Koutlis, VK Kimiskidis, D Kugiumtzis
International journal of neural systems 29 (04), 1850051, 2019
182019
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products
SI Papadopoulos, C Koutlis, S Papadopoulos, I Kompatsiaris
International Journal of Multimedia Information Retrieval 11 (4), 717-729, 2022
162022
Causality networks from multivariate time series and application to epilepsy
E Siggiridou, C Koutlis, A Tsimpiris, VK Kimiskidis, D Kugiumtzis
2015 37th annual international conference of the IEEE engineering in …, 2015
112015
Attentive hierarchical label sharing for enhanced garment and attribute classification of fashion imagery
SI Papadopoulos, C Koutlis, M Sudheer, M Pugliese, D Rabiller, ...
Recommender Systems in Fashion and Retail: Proceedings of the Third Workshop …, 2022
82022
Synthetic misinformers: Generating and combating multimodal misinformation
SI Papadopoulos, C Koutlis, S Papadopoulos, P Petrantonakis
Proceedings of the 2nd ACM International Workshop on Multimedia AI against …, 2023
72023
MemeTector: Enforcing deep focus for meme detection
C Koutlis, M Schinas, S Papadopoulos
International Journal of Multimedia Information Retrieval 12 (1), 11, 2023
72023
MemeFier: Dual-stage modality fusion for image meme classification
C Koutlis, M Schinas, S Papadopoulos
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval …, 2023
62023
Comparison of causality network estimation in the sensor and source space: simulation and application on EEG
C Koutlis, VK Kimiskidis, D Kugiumtzis
Frontiers in Network Physiology 1, 706487, 2021
52021
VICTOR: Visual incompatibility detection with transformers and fashion-specific contrastive pre-training
SI Papadopoulos, C Koutlis, S Papadopoulos, I Kompatsiaris
Journal of Visual Communication and Image Representation 90, 103741, 2023
42023
Novel paradigms of human-fashion interaction
A Papazoglou Chalikias, E Kouslis, O Sarakatsanos, A Boikou, ...
Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-11, 2022
42022
Figments and misalignments: A framework for fine-grained crossmodal misinformation detection
SI Papadopoulos, C Koutlis, S Papadopoulos, PC Petrantonakis
arXiv preprint arXiv:2304.14133, 2023
32023
Leveraging large-scale multimedia datasets to refine content moderation models
I Sarridis, C Koutlis, O Papadopoulou, S Papadopoulos
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM …, 2022
32022
InDistill: Transferring Knowledge From Pruned Intermediate Layers
I Sarridis, C Koutlis, S Papadopoulos, I Kompatsiaris
arXiv preprint arXiv:2205.10003, 2022
32022
The effect of a hidden source on the estimation of connectivity networks from multivariate time series
C Koutlis, D Kugiumtzis
Entropy 23 (2), 208, 2021
32021
VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias
SI Papadopoulos, C Koutlis, S Papadopoulos, PC Petrantonakis
International Journal of Multimedia Information Retrieval 13 (1), 4, 2024
22024
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