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ORCIDYannis Panagakis
Yiannis Panagakis – Ioannis Panagakis
Person information
- affiliation: Middlesex University, London, UK
- affiliation: Imperial College London, Department of Computing, UK
- affiliation (former): Aristotle University of Thessaloniki,Department of Informatics, Greece
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2020 – today
- 2024
[j38]Georgia Kourmouli
, Nikos Kostagiolas, Mihalis A. Nicolaou, Yannis Panagakis:
Locality-Preserving Directions for Interpreting the Latent Space of Satellite Image GANs. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j37]Triantafyllos Kefalas, Yannis Panagakis, Maja Pantic:
Large-Scale Unsupervised Audio Pre-Training for Video-to-Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2255-2268 (2024) - [c62]Manos Plitsis, Theodoros Kouzelis, Georgios Paraskevopoulos, Vassilis Katsouros, Yannis Panagakis:
Investigating Personalization Methods in Text to Music Generation. ICASSP 2024: 1081-1085 - [c61]Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis:
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses. ICML 2024 - [i47]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 abs/2402.12550 (2024) - [i46]Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis:
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses. CoRR abs/2405.18045 (2024) - [i45]Ioannis Kalogeropoulos, Giorgos Bouritsas, Yannis Panagakis:
Scale Equivariant Graph Metanetworks. CoRR abs/2406.10685 (2024) - [i44]Theodoros Kouzelis, Manos Plitsis, Mihalis A. Nikolaou, Yannis Panagakis:
Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis. CoRR abs/2408.16845 (2024) - 2023
- [j36]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: 104839 (2023) - [j35]Vicky Kouni, Yannis Panagakis:
DECONET: An Unfolding Network for Analysis-Based Compressed Sensing With Generalization Error Bounds. IEEE Trans. Signal Process. 71: 1938-1951 (2023) - [c60]Panagiotis Koromilas, Mihalis A. Nicolaou, Theodoros Giannakopoulos, Yannis Panagakis:
MMATR: A Lightweight Approach for Multimodal Sentiment Analysis Based on Tensor Methods. ICASSP 2023: 1-5 - [c59]James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras:
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. ICLR 2023 - [c58]James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras:
Parts of Speech-Grounded Subspaces in Vision-Language Models. NeurIPS 2023 - [i43]Vicky Kouni, Yannis Panagakis:
Generalization analysis of an unfolding network for analysis-based Compressed Sensing. CoRR abs/2303.05582 (2023) - [i42]James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras:
Parts of Speech-Grounded Subspaces in Vision-Language Models. CoRR abs/2305.14053 (2023) - [i41]Triantafyllos Kefalas, Yannis Panagakis, Maja Pantic:
Large-scale unsupervised audio pre-training for video-to-speech synthesis. CoRR abs/2306.15464 (2023) - [i40]Triantafyllos Kefalas, Yannis Panagakis, Maja Pantic:
Audio-visual video-to-speech synthesis with synthesized input audio. CoRR abs/2307.16584 (2023) - [i39]Manos Plitsis, Theodoros Kouzelis, Georgios Paraskevopoulos, Vassilis Katsouros, Yannis Panagakis:
Investigating Personalization Methods in Text to Music Generation. CoRR abs/2309.11140 (2023) - [i38]Georgia Kourmouli, Nikos Kostagiolas, Yannis Panagakis, Mihalis A. Nicolaou:
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs. CoRR abs/2309.14883 (2023) - [i37]Stylianos Bakas, Siegfried Ludwig, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou:
Latent Alignment with Deep Set EEG Decoders. CoRR abs/2311.17968 (2023) - 2022
- [j34]Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Deep Polynomial Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4021-4034 (2022) - [j33]James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou:
Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3498-3509 (2022) - [c57]Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis:
Cluster-guided Image Synthesis with Unconditional Models. CVPR 2022: 11533-11542 - [c56]Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar:
Augmenting Deep Classifiers with Polynomial Neural Networks. ECCV (25) 2022: 692-716 - [c55]Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis, Mihalis Nicolaou:
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT. NAACL-HLT (Findings) 2022: 882-890 - [c54]Nikos Kostagiolas, Mihalis Nicolaou, Yannis Panagakis:
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models. SETN 2022: 36:1-36:9 - [i36]Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou:
Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition. CoRR abs/2202.03267 (2022) - [i35]Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk:
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. CoRR abs/2202.12950 (2022) - [i34]James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras:
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. CoRR abs/2206.00048 (2022) - [i33]Nikos Kostagiolas, Mihalis A. Nicolaou, Yannis Panagakis:
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models. CoRR abs/2208.02089 (2022) - 2021
- [j32]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): 2288-2307 (2021) - [j31]Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Adrian Bulat, Animashree Anandkumar, Ioanna Tzoulaki, Paul M. Matthews:
Tensor Dropout for Robust Learning. IEEE J. Sel. Top. Signal Process. 15(3): 630-640 (2021) - [j30]Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic:
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 43(3): 1022-1040 (2021) - [j29]Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou:
Tensor Methods in Computer Vision and Deep Learning. Proc. IEEE 109(5): 863-890 (2021) - [c53]Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya, Yannis Panagakis, Timothy M. Hospedales, Georgios Tzimiropoulos, Nicholas D. Lane, Maja Pantic:
Defensive Tensorization. BMVC 2021: 131 - [c52]James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras:
Tensor Component Analysis for Interpreting the Latent Space of GANs. BMVC 2021: 222 - [c51]Jie Pu, Yannis Panagakis, Maja Pantic:
Learning Separable Time-Frequency Filterbanks for Audio Classification. ICASSP 2021: 3000-3004 - [c50]Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk:
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. NeurIPS (Competition and Demos) 2021: 205-219 - [c49]Grigorios Chrysos, Markos Georgopoulos, Yannis Panagakis:
Conditional Generation Using Polynomial Expansions. NeurIPS 2021: 28390-28404 - [i32]Grigorios G. Chrysos, Yannis Panagakis:
CoPE: Conditional image generation using Polynomial Expansions. CoRR abs/2104.05077 (2021) - [i31]Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Yannis Panagakis:
Polynomial Networks in Deep Classifiers. CoRR abs/2104.07916 (2021) - [i30]Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou:
Tensor Methods in Computer Vision and Deep Learning. CoRR abs/2107.03436 (2021) - [i29]Siegfried Ludwig, Stylianos Bakas, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou:
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters. CoRR abs/2110.10009 (2021) - [i28]Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya, Yannis Panagakis, Timothy M. Hospedales, Georgios Tzimiropoulos, Nicholas D. Lane, Maja Pantic:
Defensive Tensorization. CoRR abs/2110.13859 (2021) - [i27]James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras:
Tensor Component Analysis for Interpreting the Latent Space of GANs. CoRR abs/2111.11736 (2021) - [i26]Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis:
Cluster-guided Image Synthesis with Unconditional Models. CoRR abs/2112.12911 (2021) - 2020
- [j28]Markos Georgopoulos, Yannis Panagakis, Maja Pantic:
Investigating bias in deep face analysis: The KANFace dataset and empirical study. Image Vis. Comput. 102: 103954 (2020) - [j27]Grigorios G. Chrysos, Yannis Panagakis:
NAPS: Non-adversarial polynomial synthesis. Pattern Recognit. Lett. 140: 318-324 (2020) - [j26]Jie Pu, Yannis Panagakis, Maja Pantic:
Active Speaker Detection and Localization in Videos Using Low-Rank and Kernelized Sparsity. IEEE Signal Process. Lett. 27: 865-869 (2020) - [j25]Jie Pu, Yannis Panagakis, Stavros Petridis, Jie Shen, Maja Pantic:
Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity. IEEE Trans. Cybern. 50(5): 2288-2301 (2020) - [c48]Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic:
Enhancing Facial Data Diversity with Style-based Face Aging. CVPR Workshops 2020: 66-74 - [c47]Jean Kossaifi, Antoine Toisoul, Adrian Bulat, Yannis Panagakis, Timothy M. Hospedales, Maja Pantic:
Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation. CVPR 2020: 6059-6068 - [c46]Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou:
P-nets: Deep Polynomial Neural Networks. CVPR 2020: 7323-7333 - [c45]Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, Maja Pantic:
Speech-Driven Facial Animation Using Polynomial Fusion of Features. ICASSP 2020: 3487-3491 - [c44]Jie Pu, Yannis Panagakis, Maja Pantic:
Learning Differentiable Sparse and Low Rank Networks for Audio-Visual Object Localization. ICASSP 2020: 8668-8672 - [c43]Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis:
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. ICML 2020: 3442-3451 - [i25]Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Π-nets: Deep Polynomial Neural Networks. CoRR abs/2003.03828 (2020) - [i24]Markos Georgopoulos, Yannis Panagakis, Maja Pantic:
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study. CoRR abs/2005.07302 (2020) - [i23]Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic:
Enhancing Facial Data Diversity with Style-based Face Aging. CoRR abs/2006.03985 (2020) - [i22]Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Deep Polynomial Neural Networks. CoRR abs/2006.13026 (2020) - [i21]Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis:
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. CoRR abs/2009.04075 (2020)
2010 – 2019
- 2019
- [j24]Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou:
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations. Int. J. Comput. Vis. 127(6-7): 743-762 (2019) - [j23]Linh Tran, Jean Kossaifi, Yannis Panagakis, Maja Pantic:
Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks. Int. J. Comput. Vis. 127(6-7): 824-844 (2019) - [j22]Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Maja Pantic:
TensorLy: Tensor Learning in Python. J. Mach. Learn. Res. 20: 26:1-26:6 (2019) - [j21]Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou:
Non-Negative Matrix Factorizations for Multiplex Network Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 928-940 (2019) - [j20]Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou:
Side Information for Face Completion: A Robust PCA Approach. IEEE Trans. Pattern Anal. Mach. Intell. 41(10): 2349-2364 (2019) - [j19]Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust Kronecker Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 41(10): 2365-2379 (2019) - [j18]Vahan Hovhannisyan, Yannis Panagakis, Panos Parpas, Stefanos Zafeiriou:
Fast Multilevel Algorithms for Compressive Principal Component Pursuit. SIAM J. Imaging Sci. 12(1): 624-649 (2019) - [c42]Anna Mitenkova, Jean Kossaifi, Yannis Panagakis, Maja Pantic:
Valence and Arousal Estimation In-The-Wild with Tensor Methods. FG 2019: 1-7 - [c41]Jie Pu, Yannis Panagakis, Maja Pantic:
Learning Low Rank and Sparse Models via Robust Autoencoders. ICASSP 2019: 3192-3196 - [i20]Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic:
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. CoRR abs/1901.02839 (2019) - [i19]Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Ioanna Tzoulaki, Paul M. Matthews:
Stochastically Rank-Regularized Tensor Regression Networks. CoRR abs/1902.10758 (2019) - [i18]James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou:
Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes. CoRR abs/1904.04772 (2019) - [i17]Jean Kossaifi, Adrian Bulat, Yannis Panagakis, Maja Pantic:
Efficient N-Dimensional Convolutions via Higher-Order Factorization. CoRR abs/1906.06196 (2019) - [i16]Grigorios Chrysos, Stylianos Moschoglou, Yannis Panagakis, Stefanos Zafeiriou:
PolyGAN: High-Order Polynomial Generators. CoRR abs/1908.06571 (2019) - [i15]Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, Maja Pantic:
Speech-driven facial animation using polynomial fusion of features. CoRR abs/1912.05833 (2019) - 2018
- [j17]Christos Georgakis, Yannis Panagakis, Maja Pantic:
Dynamic Behavior Analysis via Structured Rank Minimization. Int. J. Comput. Vis. 126(2-4): 333-357 (2018) - [j16]Markos Georgopoulos, Yannis Panagakis, Maja Pantic:
Modeling of facial aging and kinship: A survey. Image Vis. Comput. 80: 58-79 (2018) - [j15]Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou:
Multi-Attribute Robust Component Analysis for Facial UV Maps. IEEE J. Sel. Top. Signal Process. 12(6): 1324-1337 (2018) - [j14]James Booth, Anastasios Roussos, Evangelos Ververas, Epameinondas Antonakos, Stylianos Ploumpis, Yannis Panagakis, Stefanos Zafeiriou:
3D Reconstruction of "In-the-Wild" Faces in Images and Videos. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2638-2652 (2018) - [j13]Christos Sagonas, Evangelos Ververas, Yannis Panagakis, Stefanos Zafeiriou:
Recovering Joint and Individual Components in Facial Data. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2668-2681 (2018) - [j12]Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos P. Zafeiriou:
Disentangling the Modes of Variation in Unlabelled Data. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2682-2695 (2018) - [c40]Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Informed Non-Convex Robust Principal Component Analysis With Features. AAAI 2018: 4343-4349 - [c39]Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic:
GAGAN: Geometry-Aware Generative Adversarial Networks. CVPR 2018: 878-887 - [c38]Ruben Vereecken, Stavros Petridis, Yiannis Panagakis, Maja Pantic:
Online Attention for Interpretable Conflict Estimation in Political Debates. FG 2018: 389-393 - [p1]Yannis Panagakis, Ognjen Rudovic, Maja Pantic:
Learning for multimodal and affect-sensitive interfaces. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 71-98 - [i14]Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust Kronecker Component Analysis. CoRR abs/1801.06432 (2018) - [i13]Grigorios G. Chrysos, Yannis Panagakis, Stefanos Zafeiriou:
Visual Data Augmentation through Learning. CoRR abs/1801.06665 (2018) - [i12]Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou:
Side Information for Face Completion: a Robust PCA Approach. CoRR abs/1801.07580 (2018) - [i11]Markos Georgopoulos, Yannis Panagakis, Maja Pantic:
Modelling of Facial Aging and Kinship: A Survey. CoRR abs/1802.04636 (2018) - 2017
- [j11]Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
Robust Statistical Frontalization of Human and Animal Faces. Int. J. Comput. Vis. 122(2): 270-291 (2017) - [j10]Christos Georgakis, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
The Conflict Escalation Resolution (CONFER) Database. Image Vis. Comput. 65: 37-48 (2017) - [j9]Lazaros Zafeiriou, Yannis Panagakis, Maja Pantic, Stefanos Zafeiriou:
Nonnegative Decompositions for Dynamic Visual Data Analysis. IEEE Trans. Image Process. 26(12): 5603-5617 (2017) - [c37]Christos Georgakis, Yannis Panagakis, Maja Pantic:
Behavior prediction in-the-wild. ACII Workshops 2017: 18-25 - [c36]James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou:
3D Face Morphable Models "In-the-Wild". CVPR 2017: 5464-5473 - [c35]Christos Sagonas, Yannis Panagakis, Alina Leidinger, Stefanos Zafeiriou:
Robust Joint and Individual Variance Explained. CVPR 2017: 5739-5748 - [c34]Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos Zafeiriou:
Learning the Multilinear Structure of Visual Data. CVPR 2017: 6053-6061 - [c33]Stylianos Moschoglou, Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou:
Initializing probabilistic linear discriminant analysis. EUSIPCO 2017: 1175-1179 - [c32]Niannan Xue, Georgios Papamakarios, Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust low-rank tensor modelling using Tucker and CP decomposition. EUSIPCO 2017: 1185-1189 - [c31]Eftychia Fotiadou, Yiannis Panagakis, Maja Pantic:
Temporal Archetypal Analysis for Action Segmentation. FG 2017: 490-496 - [c30]Jie Pu, Yannis Panagakis, Stavros Petridis, Maja Pantic:
Audio-visual object localization and separation using low-rank and sparsity. ICASSP 2017: 2901-2905 - [c29]Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling. ICCV 2017: 3372-3381 - [c28]Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou:
Side Information in Robust Principal Component Analysis: Algorithms and Applications. ICCV 2017: 4327-4335 - [c27]Vahan Hovhannisyan, Yannis Panagakis, Stefanos Zafeiriou, Panos Parpas:
Multilevel Approximate Robust Principal Component Analysis. ICCV Workshops 2017: 536-544 - [i10]James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou:
3D Face Morphable Models "In-the-Wild". CoRR abs/1701.05360 (2017) - [i9]Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou:
Side Information in Robust Principle Component Analysis: Algorithms and Applications. CoRR abs/1702.00648 (2017) - [i8]Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust Kronecker-Decomposable Component Analysis for Low Rank Modeling. CoRR abs/1703.07886 (2017) - [i7]Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Informed Non-convex Robust Principal Component Analysis with Features. CoRR abs/1709.04836 (2017) - [i6]Mengjiao Wang, Zhixin Shu, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou:
An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations. CoRR abs/1711.10402 (2017) - [i5]Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic:
GAGAN: Geometry-Aware Generative Adversarial Networks. CoRR abs/1712.00684 (2017) - [i4]Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou:
Multi-Attribute Robust Component Analysis for Facial UV Maps. CoRR abs/1712.05799 (2017) - 2016
- [j8]Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic:
Robust Correlated and Individual Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1665-1678 (2016) - [j7]Christos Georgakis, Yannis Panagakis, Maja Pantic:
Discriminant Incoherent Component Analysis. IEEE Trans. Image Process. 25(5): 2021-2034 (2016) - [c26]Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou:
Fusion and community detection in multi-layer graphs. ICPR 2016: 1327-1332 - [c25]Christos Sagonas, Yannis Panagakis, Saritha Arunkumar, Nalini K. Ratha, Stefanos Zafeiriou:
Back to the future: A fully automatic method for robust age progression. ICPR 2016: 4226-4231 - [i3]Jean Kossaifi, Yannis Panagakis, Maja Pantic:
TensorLy: Tensor Learning in Python. CoRR abs/1610.09555 (2016) - [i2]Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou:
Non-Negative Matrix Factorizations for Multiplex Network Analysis. CoRR abs/1612.00750 (2016) - 2015
- [c24]Patrick Snape, Yannis Panagakis, Stefanos Zafeiriou:
Automatic construction Of robust spherical harmonic subspaces. CVPR 2015: 91-100 - [c23]Patrick Snape, Anastasios Roussos, Yannis Panagakis, Stefanos Zafeiriou:
Face Flow. ICCV 2015: 2993-3001 - [c22]Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
Robust Statistical Face Frontalization. ICCV 2015: 3871-3879 - [i1]Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
Face frontalization for Alignment and Recognition. CoRR abs/1502.00852 (2015) - 2014
- [j6]Yannis Panagakis, Constantine Kotropoulos:
Elastic Net subspace clustering applied to pop/rock music structure analysis. Pattern Recognit. Lett. 38: 46-53 (2014) - [j5]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
Music genre classification via joint sparse low-rank representation of audio features. IEEE ACM Trans. Audio Speech Lang. Process. 22(12): 1905-1917 (2014) - [c21]Georgios Papamakarios, Yannis Panagakis, Stefanos Zafeiriou:
Generalised Scalable Robust Principal Component Analysis. BMVC 2014 - [c20]Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models. CVPR 2014: 1789-1796 - [c19]Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
Audiovisual Conflict Detection in Political Debates. ECCV Workshops (1) 2014: 306-314 - [c18]Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic:
Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest. ICASSP 2014: 1522-1526 - 2013
- [j4]Yannis Panagakis, Constantine Kotropoulos:
Music classification by low-rank semantic mappings. EURASIP J. Audio Speech Music. Process. 2013: 13 (2013) - [j3]Yannis Panagakis, Constantine Kotropoulos:
Telephone Handset Identification by Collaborative Representations. Int. J. Digit. Crime Forensics 5(4): 1-14 (2013) - [c17]Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic:
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences. CVPR 2013: 540-547 - [c16]Antonis Theodoridis, Constantine Kotropoulos, Yannis Panagakis:
Music recommendation using hypergraphs and group sparsity. ICASSP 2013: 56-60 - 2012
- [c15]Yannis Panagakis, Constantine Kotropoulos:
Music structure analysis by subspace modeling. EUSIPCO 2012: 1459-1463 - [c14]Yannis Panagakis, Constantine Kotropoulos:
Automatic music tagging by low-rank representation. ICASSP 2012: 497-500 - [c13]Yannis Panagakis, Constantine Kotropoulos:
Music Structure Analysis by Ridge Regression of Beat-synchronous Audio Features. ISMIR 2012: 271-276 - [c12]Yannis Panagakis, Constantine Kotropoulos:
Automatic telephone handset identification by sparse representation of random spectral features. MM&Sec 2012: 91-96 - [c11]Yannis Panagakis, Constantine Kotropoulos:
Telephone handset identification by feature selection and sparse representations. WIFS 2012: 73-78 - 2011
- [c10]Yannis Panagakis, Constantine Kotropoulos:
Automatic music mood classification via Low-Rank Representation. EUSIPCO 2011: 689-693 - [c9]Yannis Panagakis, Constantine Kotropoulos:
Automatic music tagging via PARAFAC2. ICASSP 2011: 481-484 - [c8]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
l1-Graph Based Music Structure Analysis. ISMIR 2011: 495-500 - 2010
- [j2]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
Non-Negative Multilinear Principal Component Analysis of Auditory Temporal Modulations for Music Genre Classification. IEEE Trans. Speech Audio Process. 18(3): 576-588 (2010) - [c7]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
Sparse multi-label linear embedding nonnegative tensor factorization for automatic music tagging. EUSIPCO 2010: 492-496 - [c6]Yannis Panagakis, Constantine Kotropoulos:
Music genre classification via Topology Preserving Non-Negative Tensor Factorization and sparse representations. ICASSP 2010: 249-252 - [c5]Constantine Kotropoulos, Gonzalo R. Arce, Yannis Panagakis:
Ensemble Discriminant Sparse Projections Applied to Music Genre Classification. ICPR 2010: 822-825 - [c4]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
Sparse Multi-label Linear Embedding Within Nonnegative Tensor Factorization Applied to Music Tagging. ISMIR 2010: 393-398
2000 – 2009
- 2009
- [c3]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
Music genre classification via sparse representations of auditory temporal modulations. EUSIPCO 2009: 1-5 - [c2]Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce:
Music Genre Classification Using Locality Preserving Non-Negative Tensor Factorization and Sparse Representations. ISMIR 2009: 249-254 - 2008
- [j1]Margarita Kotti, Dimitrios Ververidis, Georgios Evangelopoulos, Ioannis Panagakis, Costas Kotropoulos, Petros Maragos, Ioannis Pitas:
Audio-Assisted Movie Dialogue Detection. IEEE Trans. Circuits Syst. Video Technol. 18(11): 1618-1627 (2008) - [c1]Ioannis Panagakis, Emmanouil Benetos, Constantine Kotropoulos:
Music Genre Classification: A Multilinear Approach. ISMIR 2008: 583-588
Coauthor Index
Grigorios Chrysos 0002
aka: Grigorios G. Chrysos
aka: Grigorios G. Chrysos
Constantine Kotropoulos
aka: Costas Kotropoulos
aka: Costas Kotropoulos
Mihalis A. Nicolaou
aka: Mihalis Nicolaou
aka: Mihalis Nicolaou
Stefanos Zafeiriou
aka: Stefanos P. Zafeiriou
aka: Stefanos P. Zafeiriou
[i37] [j34] [i36] [i35] [j29] [c50] [i30] [i29] [c46] [i25] [i22] [j24] [j21] [j20] [j19] [j18] [i16] [j15] [j14] [j13] [j12] [c40] [i14] [i13] [i12] [j11] [j10] [j9] [c36] [c35] [c34] [c33] [c32] [c29] [c28] [c27] [i10] [i9] [i8] [i7] [i6] [i4] [j8] [c26] [c25] [i2] [c24] [c23] [c22] [i1] [c21] [c20] [c19] [c18] [c17]
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