Markos Georgopoulos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Polynomial Neural Networks

Constructive Induction

Image Synthesis

Top Venues

Image Vis. Comput.

Publications

Yixin Cheng, Grigorios Chrysos, Markos Georgopoulos, Volkan Cevher
Multilinear Operator Networks. ICLR (2024)
Yixin Cheng, Markos Georgopoulos, Volkan Cevher, Grigorios G. Chrysos
Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks. CoRR (2024)
Tobias Kirschstein, Simon Giebenhain, Jiapeng Tang, Markos Georgopoulos, Matthias Nießner
GGHead: Fast and Generalizable 3D Gaussian Heads. CoRR (2024)
James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization. CoRR (2024)
Yixin Cheng, Grigorios G. Chrysos, Markos Georgopoulos, Volkan Cevher
Multilinear Operator Networks. CoRR (2024)
Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner
Learning Neural Parametric Head Models. CVPR (2023)
Mustafa Isik, Martin Rünz, Markos Georgopoulos, Taras Khakhulin, Jonathan Starck, Lourdes Agapito, Matthias Nießner
HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion. ACM Trans. Graph. 42 (4) (2023)
Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner
MonoNPHM: Dynamic Head Reconstruction from Monocular Videos. CoRR (2023)
Mustafa Isik, Martin Rünz, Markos Georgopoulos, Taras Khakhulin, Jonathan Starck, Lourdes Agapito, Matthias Nießner
HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion. CoRR (2023)
Triantafyllos Kefalas, Eftychia Fotiadou, Markos Georgopoulos, Yannis Panagakis, Pingchuan Ma, Stavros Petridis, Themos Stafylakis, Maja Pantic
KAN-AV dataset for audio-visual face and speech analysis in the wild. Image Vis. Comput. 140 (2023)
Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
Cluster-guided Image Synthesis with Unconditional Models. CVPR (2022)
Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar
Augmenting Deep Classifiers with Polynomial Neural Networks. ECCV (25) (2022)
Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner
Learning Neural Parametric Head Models. CoRR (2022)
James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
Tensor Component Analysis for Interpreting the Latent Space of GANs. BMVC (2021)
Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Yannis Panagakis
Polynomial Networks in Deep Classifiers. CoRR (2021)
James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
Tensor Component Analysis for Interpreting the Latent Space of GANs. CoRR (2021)
Grigorios Chrysos, Markos Georgopoulos, Yannis Panagakis
Conditional Generation Using Polynomial Expansions. NeurIPS (2021)
Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
Cluster-guided Image Synthesis with Unconditional Models. CoRR (2021)
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer. Int. J. Comput. Vis. 129 (7) (2021)
Markos Georgopoulos, Yannis Panagakis, Maja Pantic
Investigating bias in deep face analysis: The KANFace dataset and empirical study. Image Vis. Comput. 102 (2020)
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
Enhancing Facial Data Diversity with Style-based Face Aging. CVPR Workshops (2020)
Markos Georgopoulos, Yannis Panagakis, Maja Pantic
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study. CoRR (2020)
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
Enhancing Facial Data Diversity with Style-based Face Aging. CoRR (2020)
Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. ICML (2020)
Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. CoRR (2020)
Markos Georgopoulos, Yannis Panagakis, Maja Pantic
Modelling of Facial Aging and Kinship: A Survey. CoRR (2018)
Markos Georgopoulos, Yannis Panagakis, Maja Pantic
Modeling of facial aging and kinship: A survey. Image Vis. Comput. 80 (2018)
Georgios Niarchos, Georges Dubourg, Georgios Afroudakis, Markos Georgopoulos, Vasiliki Tsouti, Eleni Makarona, Vesna Crnojevic-Bengin, Christos Tsamis
Humidity Sensing Properties of Paper Substrates and Their Passivation with ZnO Nanoparticles for Sensor Applications. Sensors 17 (3) (2017)