| Datacomp: In search of the next generation of multimodal datasets SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ... Advances in Neural Information Processing Systems 36, 2024 | 374 | 2024 |
| DataComp-LM: In search of the next generation of training sets for language models J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ... arXiv preprint arXiv:2406.11794, 2024 | 52 | 2024 |
| Language models scale reliably with over-training and on downstream tasks SY Gadre, G Smyrnis, V Shankar, S Gururangan, M Wortsman, R Shao, ... arXiv preprint arXiv:2403.08540, 2024 | 23 | 2024 |
| Maxpolynomial Division with Application To Neural Network Simplification G Smyrnis, P Maragos, G Retsinas ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 16 | 2020 |
| Tropical Polynomial Division and Neural Networks G Smyrnis, P Maragos arXiv preprint arXiv:1911.12922, 2019 | 15 | 2019 |
| Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation G Smyrnis, P Maragos | 12* | |
| Neural network approximation based on hausdorff distance of tropical zonotopes P Misiakos, G Smyrnis, G Retsinas, P Maragos International Conference on Learning Representations, 2022 | 9 | 2022 |
| Inverse Problems Leveraging Pre-trained Contrastive Representations S Ravula, G Smyrnis, M Jordan, AG Dimakis Advances in Neural Information Processing Systems 34, 8753-8765, 2021 | 9 | 2021 |
| Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. G Pikramenos, G Smyrnis, I Vernikos, T Konidaris, E Spyrou, ... ICPRAM, 361-369, 2020 | 7 | 2020 |
| Dimensionality reduction and attention mechanisms for extracting affective state from sound spectrograms G Pikramenos, K Kechagias, T Psallidas, G Smyrnis, E Spyrou, ... Pattern Recognition Applications and Methods: 9th International Conference …, 2020 | 2 | 2020 |
| Enhancing CLIP with a Third Modality E Tsaprazlis, G Smyrnis, AG Dimakis, P Maragos | | |
| Lovasz Theta Contrastive Learning G Smyrnis, M Jordan, A Uppal, G Daras, A Dimakis | | |
Petros MaragosProfessor of Electrical and Computer Engineering, National Technical University of AthensE-mailová adresa ověřena na: cs.ntua.gr