Yannis Panagakis

167 papers A* 24A 5B 4Misc 12Journal 100Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Disentangling Local and Global Semantics in Diffusion Models for Image Editing. Int. J. Comput. Vis. Manos Plitsis, Theodoros Kouzelis, Panagiotis Koromilas, Vassilis Katsouros, Mihalis A. Nicolaou, Yannis Panagakis
2026	J	`jnl`	GATE-AD: Graph Attention Network Encoding For Few-Shot Industrial Visual Anomaly Detection. CoRR Aggelos Psiris, Yannis Panagakis, Maria Vakalopoulou, Georgios Th. Papadopoulos
2026	J	`jnl`	PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding. CoRR Panagiotis Koromilas, Andreas D. Demou, James Oldfield, Yannis Panagakis, Mihalis Nicolaou
2025	J	`jnl`	A Principled Framework for Multi-View Contrastive Learning. CoRR Panagiotis Koromilas, Efthymios Georgiou, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis A. Nicolaou, Yannis Panagakis
2025	J	`jnl`	Advancing Brainwave Modeling with a Codebook-Based Foundation Model. CoRR Konstantinos Barmpas, Na Lee, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou
2025	J	`jnl`	Alpha Divergence Losses for Biometric Verification. CoRR Dimitrios Koutsianos, Ladislav Mosner, Yannis Panagakis, Themos Stafylakis
2025	A*	`conf`	Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning. ICML Na Lee, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou
2025	J	`jnl`	Are Large Brainwave Foundation Models Capable Yet? Insights from Fine-tuning. CoRR Na Lee, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou
2025	—	`conf`	Assessing the Capabilities of Large Brainwave Foundation Models. MLSP Na Lee, Stylianos Bakas, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou
2025	J	`jnl`	Causally Steered Diffusion for Automated Video Counterfactual Generation. CoRR Nikos Spyrou, Athanasios Vlontzos, Paraskevas Pegios, Thomas Melistas, Nefeli Gkouti, Yannis Panagakis, Giorgos Papanastasiou, Sotirios A. Tsaftaris
2025	J	`jnl`	EEG-D3: A Solution to the Hidden Overfitting Problem of Deep Learning Models. CoRR Siegfried Ludwig, Stylianos Bakas, Konstantinos Barmpas, Georgios Zoumpourlis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou
2025	J	`jnl`	Environment-Aware Satellite Image Generation with Diffusion Models. CoRR Nikos Kostagiolas, Pantelis Georgiades, Yannis Panagakis, Mihalis A. Nicolaou
2025	J	`jnl`	Exposing Hidden Biases in Text-to-Image Models via Automated Prompt Search. CoRR Manos Plitsis, Giorgos Bouritsas, Vassilis Katsouros, Yannis Panagakis
2025	J	`jnl`	Language Models are Injective and Hence Invertible. CoRR Giorgos Nikolaou, Tommaso Mencattini, Donato Crisostomi, Andrea Santilli, Yannis Panagakis, Emanuele Rodolà
2025	J	`jnl`	Metanetworks as Regulatory Operators: Learning to Edit for Requirement Compliance. CoRR Ioannis Kalogeropoulos, Giorgos Bouritsas, Yannis Panagakis
2025	J	`jnl`	NeuroRVQ: Multi-Scale EEG Tokenization for Generative Large Brainwave Models. CoRR Konstantinos Barmpas, Na Lee, Alexandros Koliousis, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou
2025	A	`conf`	Synthetic Speech Source Tracing using Metric Learning. INTERSPEECH Dimitrios Koutsianos, Stavros Zacharopoulos, Yannis Panagakis, Themos Stafylakis
2025	J	`jnl`	Synthetic Speech Source Tracing using Metric Learning. CoRR Dimitrios Koutsianos, Stavros Zacharopoulos, Yannis Panagakis, Themos Stafylakis
2024	A*	`conf`	Benchmarking Counterfactual Image Generation. NeurIPS Thomas Melistas, Nikos Spyrou, Nefeli Gkouti, Pedro Sanchez, Athanasios Vlontzos, Yannis Panagakis, Giorgos Papanastasiou, Sotirios A. Tsaftaris
2024	J	`jnl`	Bilinear Models of Parts and Appearances in Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2024	A*	`conf`	Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses. ICML Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis
2024	J	`jnl`	Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses. CoRR Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis
2024	A	`conf`	Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis. BMVC Theodoros Kouzelis, Emmanouil Plitsis, Mihalis Nicolaou, Yannis Panagakis
2024	J	`jnl`	Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis. CoRR Theodoros Kouzelis, Manos Plitsis, Mihalis A. Nikolaou, Yannis Panagakis
2024	Misc	`conf`	Investigating Personalization Methods in Text to Music Generation. ICASSP Manos Plitsis, Theodoros Kouzelis, Georgios Paraskevopoulos, Vassilis Katsouros, Yannis Panagakis
2024	J	`jnl`	Large-Scale Unsupervised Audio Pre-Training for Video-to-Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. Triantafyllos Kefalas, Yannis Panagakis, Maja Pantic
2024	J	`jnl`	Locality-Preserving Directions for Interpreting the Latent Space of Satellite Image GANs. IEEE Geosci. Remote. Sens. Lett. Georgia Kourmouli, Nikos Kostagiolas, Mihalis A. Nicolaou, Yannis Panagakis
2024	A*	`conf`	Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization. NeurIPS James Oldfield, Markos Georgopoulos, Grigorios Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Jiankang Deng, Ioannis Patras
2024	J	`jnl`	Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization. CoRR James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras
2024	A*	`conf`	Scale Equivariant Graph Metanetworks. NeurIPS Ioannis Kalogeropoulos, Giorgos Bouritsas, Yannis Panagakis
2024	J	`jnl`	Scale Equivariant Graph Metanetworks. CoRR Ioannis Kalogeropoulos, Giorgos Bouritsas, Yannis Panagakis
2023	J	`jnl`	Audio-visual video-to-speech synthesis with synthesized input audio. CoRR Triantafyllos Kefalas, Yannis Panagakis, Maja Pantic
2023	J	`jnl`	DECONET: An Unfolding Network for Analysis-Based Compressed Sensing With Generalization Error Bounds. IEEE Trans. Signal Process. Vicky Kouni, Yannis Panagakis
2023	J	`jnl`	Generalization analysis of an unfolding network for analysis-based Compressed Sensing. CoRR Vicky Kouni, Yannis Panagakis
2023	J	`jnl`	Investigating Personalization Methods in Text to Music Generation. CoRR Manos Plitsis, Theodoros Kouzelis, Georgios Paraskevopoulos, Vassilis Katsouros, Yannis Panagakis
2023	J	`jnl`	KAN-AV dataset for audio-visual face and speech analysis in the wild. Image Vis. Comput. Triantafyllos Kefalas, Eftychia Fotiadou, Markos Georgopoulos, Yannis Panagakis, Pingchuan Ma, Stavros Petridis, Themos Stafylakis, Maja Pantic
2023	J	`jnl`	Large-scale unsupervised audio pre-training for video-to-speech synthesis. CoRR Triantafyllos Kefalas, Yannis Panagakis, Maja Pantic
2023	J	`jnl`	Latent Alignment with Deep Set EEG Decoders. CoRR Stylianos Bakas, Siegfried Ludwig, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou
2023	J	`jnl`	Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs. CoRR Georgia Kourmouli, Nikos Kostagiolas, Yannis Panagakis, Mihalis A. Nicolaou
2023	Misc	`conf`	MMATR: A Lightweight Approach for Multimodal Sentiment Analysis Based on Tensor Methods. ICASSP Panagiotis Koromilas, Mihalis A. Nicolaou, Theodoros Giannakopoulos, Yannis Panagakis
2023	A*	`conf`	PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. ICLR James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
2023	A*	`conf`	Parts of Speech-Grounded Subspaces in Vision-Language Models. NeurIPS James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
2023	J	`jnl`	Parts of Speech-Grounded Subspaces in Vision-Language Models. CoRR James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2022	J	`jnl`	2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. CoRR 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
2022	J	`jnl`	Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes. IEEE Trans. Neural Networks Learn. Syst. James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou
2022	—	`conf`	Augmenting Deep Classifiers with Polynomial Neural Networks. ECCV (25) Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar
2022	A*	`conf`	Cluster-guided Image Synthesis with Unconditional Models. CVPR Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
2022	J	`jnl`	Deep Polynomial Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2022	—	`conf`	Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT. NAACL-HLT (Findings) Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis, Mihalis Nicolaou
2022	J	`jnl`	PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. CoRR James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2022	J	`jnl`	Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition. CoRR Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou
2022	—	`conf`	Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models. SETN Nikos Kostagiolas, Mihalis Nicolaou, Yannis Panagakis
2022	J	`jnl`	Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models. CoRR Nikos Kostagiolas, Mihalis A. Nicolaou, Yannis Panagakis
2021	—	`conf`	2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. NeurIPS (Competition and Demos) 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	J	`jnl`	Cluster-guided Image Synthesis with Unconditional Models. CoRR Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
2021	J	`jnl`	CoPE: Conditional image generation using Polynomial Expansions. CoRR Grigorios G. Chrysos, Yannis Panagakis
2021	A*	`conf`	Conditional Generation Using Polynomial Expansions. NeurIPS Grigorios Chrysos, Markos Georgopoulos, Yannis Panagakis
2021	A	`conf`	Defensive Tensorization. BMVC Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya, Yannis Panagakis, Timothy M. Hospedales, Georgios Tzimiropoulos, Nicholas D. Lane, Maja Pantic
2021	J	`jnl`	Defensive Tensorization. CoRR Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya, Yannis Panagakis, Timothy M. Hospedales, Georgios Tzimiropoulos, Nicholas D. Lane, Maja Pantic
2021	J	`jnl`	EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters. CoRR Siegfried Ludwig, Stylianos Bakas, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou
2021	Misc	`conf`	Learning Separable Time-Frequency Filterbanks for Audio Classification. ICASSP Jie Pu, Yannis Panagakis, Maja Pantic
2021	J	`jnl`	Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer. Int. J. Comput. Vis. Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
2021	J	`jnl`	Polynomial Networks in Deep Classifiers. CoRR Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Yannis Panagakis
2021	J	`jnl`	SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 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
2021	A	`conf`	Tensor Component Analysis for Interpreting the Latent Space of GANs. BMVC James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2021	J	`jnl`	Tensor Component Analysis for Interpreting the Latent Space of GANs. CoRR James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2021	J	`jnl`	Tensor Dropout for Robust Learning. IEEE J. Sel. Top. Signal Process. Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Adrian Bulat, Animashree Anandkumar, Ioanna Tzoulaki, Paul M. Matthews
2021	J	`jnl`	Tensor Methods in Computer Vision and Deep Learning. CoRR Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
2021	J	`jnl`	Tensor Methods in Computer Vision and Deep Learning. Proc. IEEE Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
2020	J	`jnl`	Active Speaker Detection and Localization in Videos Using Low-Rank and Kernelized Sparsity. IEEE Signal Process. Lett. Jie Pu, Yannis Panagakis, Maja Pantic
2020	J	`jnl`	Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity. IEEE Trans. Cybern. Jie Pu, Yannis Panagakis, Stavros Petridis, Jie Shen, Maja Pantic
2020	J	`jnl`	Deep Polynomial Neural Networks. CoRR Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2020	—	`conf`	Enhancing Facial Data Diversity with Style-based Face Aging. CVPR Workshops Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
2020	J	`jnl`	Enhancing Facial Data Diversity with Style-based Face Aging. CoRR Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
2020	A*	`conf`	Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation. CVPR Jean Kossaifi, Antoine Toisoul, Adrian Bulat, Yannis Panagakis, Timothy M. Hospedales, Maja Pantic
2020	J	`jnl`	Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study. CoRR Markos Georgopoulos, Yannis Panagakis, Maja Pantic
2020	J	`jnl`	Investigating bias in deep face analysis: The KANFace dataset and empirical study. Image Vis. Comput. Markos Georgopoulos, Yannis Panagakis, Maja Pantic
2020	Misc	`conf`	Learning Differentiable Sparse and Low Rank Networks for Audio-Visual Object Localization. ICASSP Jie Pu, Yannis Panagakis, Maja Pantic
2020	A*	`conf`	Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. ICML Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis
2020	J	`jnl`	Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. CoRR Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis
2020	J	`jnl`	NAPS: Non-adversarial polynomial synthesis. Pattern Recognit. Lett. Grigorios G. Chrysos, Yannis Panagakis
2020	A*	`conf`	P-nets: Deep Polynomial Neural Networks. CVPR Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou
2020	Misc	`conf`	Speech-Driven Facial Animation Using Polynomial Fusion of Features. ICASSP Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, Maja Pantic
2020	J	`jnl`	Π-nets: Deep Polynomial Neural Networks. CoRR Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2019	J	`jnl`	Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes. CoRR James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou
2019	J	`jnl`	An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations. Int. J. Comput. Vis. Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou
2019	J	`jnl`	Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks. Int. J. Comput. Vis. Linh Tran, Jean Kossaifi, Yannis Panagakis, Maja Pantic
2019	J	`jnl`	Efficient N-Dimensional Convolutions via Higher-Order Factorization. CoRR Jean Kossaifi, Adrian Bulat, Yannis Panagakis, Maja Pantic
2019	J	`jnl`	Fast Multilevel Algorithms for Compressive Principal Component Pursuit. SIAM J. Imaging Sci. Vahan Hovhannisyan, Yannis Panagakis, Panos Parpas, Stefanos Zafeiriou
2019	Misc	`conf`	Learning Low Rank and Sparse Models via Robust Autoencoders. ICASSP Jie Pu, Yannis Panagakis, Maja Pantic
2019	J	`jnl`	Non-Negative Matrix Factorizations for Multiplex Network Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou
2019	J	`jnl`	PolyGAN: High-Order Polynomial Generators. CoRR Grigorios Chrysos, Stylianos Moschoglou, Yannis Panagakis, Stefanos Zafeiriou
2019	J	`jnl`	Robust Kronecker Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou
2019	J	`jnl`	SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. CoRR 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
2019	J	`jnl`	Side Information for Face Completion: A Robust PCA Approach. IEEE Trans. Pattern Anal. Mach. Intell. Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou
2019	J	`jnl`	Speech-driven facial animation using polynomial fusion of features. CoRR Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, Maja Pantic
2019	J	`jnl`	Stochastically Rank-Regularized Tensor Regression Networks. CoRR Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Ioanna Tzoulaki, Paul M. Matthews
2019	J	`jnl`	TensorLy: Tensor Learning in Python. J. Mach. Learn. Res. Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Maja Pantic
2019	B	`conf`	Valence and Arousal Estimation In-The-Wild with Tensor Methods. FG Anna Mitenkova, Jean Kossaifi, Yannis Panagakis, Maja Pantic
2018	J	`jnl`	3D Reconstruction of "In-the-Wild" Faces in Images and Videos. IEEE Trans. Pattern Anal. Mach. Intell. James Booth, Anastasios Roussos, Evangelos Ververas, Epameinondas Antonakos, Stylianos Ploumpis, Yannis Panagakis, Stefanos Zafeiriou
2018	J	`jnl`	Disentangling the Modes of Variation in Unlabelled Data. IEEE Trans. Pattern Anal. Mach. Intell. Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos P. Zafeiriou
2018	J	`jnl`	Dynamic Behavior Analysis via Structured Rank Minimization. Int. J. Comput. Vis. Christos Georgakis, Yannis Panagakis, Maja Pantic
2018	A*	`conf`	GAGAN: Geometry-Aware Generative Adversarial Networks. CVPR Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic
2018	A*	`conf`	Informed Non-Convex Robust Principal Component Analysis With Features. AAAI Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2018	—	`ch.`	Learning for multimodal and affect-sensitive interfaces. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Yannis Panagakis, Ognjen Rudovic, Maja Pantic
2018	J	`jnl`	Modeling of facial aging and kinship: A survey. Image Vis. Comput. Markos Georgopoulos, Yannis Panagakis, Maja Pantic
2018	J	`jnl`	Modelling of Facial Aging and Kinship: A Survey. CoRR Markos Georgopoulos, Yannis Panagakis, Maja Pantic
2018	J	`jnl`	Multi-Attribute Robust Component Analysis for Facial UV Maps. IEEE J. Sel. Top. Signal Process. Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou
2018	J	`jnl`	Recovering Joint and Individual Components in Facial Data. IEEE Trans. Pattern Anal. Mach. Intell. Christos Sagonas, Evangelos Ververas, Yannis Panagakis, Stefanos Zafeiriou
2018	J	`jnl`	Robust Kronecker Component Analysis. CoRR Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou
2018	J	`jnl`	Side Information for Face Completion: a Robust PCA Approach. CoRR Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou
2018	J	`jnl`	Visual Data Augmentation through Learning. CoRR Grigorios G. Chrysos, Yannis Panagakis, Stefanos Zafeiriou
2017	A*	`conf`	3D Face Morphable Models "In-the-Wild". CVPR James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou
2017	J	`jnl`	3D Face Morphable Models "In-the-Wild". CoRR James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou
2017	J	`jnl`	An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations. CoRR Mengjiao Wang, Zhixin Shu, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou
2017	Misc	`conf`	Audio-visual object localization and separation using low-rank and sparsity. ICASSP Jie Pu, Yannis Panagakis, Stavros Petridis, Maja Pantic
2017	—	`conf`	Behavior prediction in-the-wild. ACII Workshops Christos Georgakis, Yannis Panagakis, Maja Pantic
2017	J	`jnl`	GAGAN: Geometry-Aware Generative Adversarial Networks. CoRR Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic
2017	J	`jnl`	Informed Non-convex Robust Principal Component Analysis with Features. CoRR Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2017	—	`conf`	Initializing probabilistic linear discriminant analysis. EUSIPCO Stylianos Moschoglou, Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou
2017	A*	`conf`	Learning the Multilinear Structure of Visual Data. CVPR Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos Zafeiriou
2017	J	`jnl`	Multi-Attribute Robust Component Analysis for Facial UV Maps. CoRR Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou
2017	—	`conf`	Multilevel Approximate Robust Principal Component Analysis. ICCV Workshops Vahan Hovhannisyan, Yannis Panagakis, Stefanos Zafeiriou, Panos Parpas
2017	J	`jnl`	Nonnegative Decompositions for Dynamic Visual Data Analysis. IEEE Trans. Image Process. Lazaros Zafeiriou, Yannis Panagakis, Maja Pantic, Stefanos Zafeiriou
2017	A*	`conf`	Robust Joint and Individual Variance Explained. CVPR Christos Sagonas, Yannis Panagakis, Alina Leidinger, Stefanos Zafeiriou
2017	J	`jnl`	Robust Kronecker-Decomposable Component Analysis for Low Rank Modeling. CoRR Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou
2017	A*	`conf`	Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling. ICCV Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou
2017	J	`jnl`	Robust Statistical Frontalization of Human and Animal Faces. Int. J. Comput. Vis. Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2017	—	`conf`	Robust low-rank tensor modelling using Tucker and CP decomposition. EUSIPCO Niannan Xue, Georgios Papamakarios, Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou
2017	A*	`conf`	Side Information in Robust Principal Component Analysis: Algorithms and Applications. ICCV Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou
2017	J	`jnl`	Side Information in Robust Principle Component Analysis: Algorithms and Applications. CoRR Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou
2017	J	`jnl`	The Conflict Escalation Resolution (CONFER) Database. Image Vis. Comput. Christos Georgakis, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2016	B	`conf`	Back to the future: A fully automatic method for robust age progression. ICPR Christos Sagonas, Yannis Panagakis, Saritha Arunkumar, Nalini K. Ratha, Stefanos Zafeiriou
2016	J	`jnl`	Discriminant Incoherent Component Analysis. IEEE Trans. Image Process. Christos Georgakis, Yannis Panagakis, Maja Pantic
2016	B	`conf`	Fusion and community detection in multi-layer graphs. ICPR Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou
2016	J	`jnl`	Non-Negative Matrix Factorizations for Multiplex Network Analysis. CoRR Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou
2016	J	`jnl`	Robust Correlated and Individual Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
2016	J	`jnl`	TensorLy: Tensor Learning in Python. CoRR Jean Kossaifi, Yannis Panagakis, Maja Pantic
2015	A*	`conf`	Automatic construction Of robust spherical harmonic subspaces. CVPR Patrick Snape, Yannis Panagakis, Stefanos Zafeiriou
2015	A*	`conf`	Face Flow. ICCV Patrick Snape, Anastasios Roussos, Yannis Panagakis, Stefanos Zafeiriou
2015	J	`jnl`	Face frontalization for Alignment and Recognition. CoRR Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2015	A*	`conf`	Robust Statistical Face Frontalization. ICCV Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2014	—	`conf`	Audiovisual Conflict Detection in Political Debates. ECCV Workshops (1) Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2014	J	`jnl`	Elastic Net subspace clustering applied to pop/rock music structure analysis. Pattern Recognit. Lett. Yannis Panagakis, Constantine Kotropoulos
2014	A	`conf`	Generalised Scalable Robust Principal Component Analysis. BMVC Georgios Papamakarios, Yannis Panagakis, Stefanos Zafeiriou
2014	J	`jnl`	Music genre classification via joint sparse low-rank representation of audio features. IEEE ACM Trans. Audio Speech Lang. Process. Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce
2014	A*	`conf`	RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models. CVPR Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2014	Misc	`conf`	Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest. ICASSP Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2013	J	`jnl`	Music classification by low-rank semantic mappings. EURASIP J. Audio Speech Music. Process. Yannis Panagakis, Constantine Kotropoulos
2013	Misc	`conf`	Music recommendation using hypergraphs and group sparsity. ICASSP Antonis Theodoridis, Constantine Kotropoulos, Yannis Panagakis
2013	A*	`conf`	Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences. CVPR Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
2013	J	`jnl`	Telephone Handset Identification by Collaborative Representations. Int. J. Digit. Crime Forensics Yannis Panagakis, Constantine Kotropoulos
2012	Misc	`conf`	Automatic music tagging by low-rank representation. ICASSP Yannis Panagakis, Constantine Kotropoulos
2012	—	`conf`	Automatic telephone handset identification by sparse representation of random spectral features. MM&Sec Yannis Panagakis, Constantine Kotropoulos
2012	—	`conf`	Music Structure Analysis by Ridge Regression of Beat-synchronous Audio Features. ISMIR Yannis Panagakis, Constantine Kotropoulos
2012	—	`conf`	Music structure analysis by subspace modeling. EUSIPCO Yannis Panagakis, Constantine Kotropoulos
2012	—	`conf`	Telephone handset identification by feature selection and sparse representations. WIFS Yannis Panagakis, Constantine Kotropoulos
2011	—	`conf`	Automatic music mood classification via Low-Rank Representation. EUSIPCO Yannis Panagakis, Constantine Kotropoulos
2011	Misc	`conf`	Automatic music tagging via PARAFAC2. ICASSP Yannis Panagakis, Constantine Kotropoulos
2011	—	`conf`	l1-Graph Based Music Structure Analysis. ISMIR Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce
2010	B	`conf`	Ensemble Discriminant Sparse Projections Applied to Music Genre Classification. ICPR Constantine Kotropoulos, Gonzalo R. Arce, Yannis Panagakis
2010	Misc	`conf`	Music genre classification via Topology Preserving Non-Negative Tensor Factorization and sparse representations. ICASSP Yannis Panagakis, Constantine Kotropoulos
2010	J	`jnl`	Non-Negative Multilinear Principal Component Analysis of Auditory Temporal Modulations for Music Genre Classification. IEEE Trans. Speech Audio Process. Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce
2010	—	`conf`	Sparse Multi-label Linear Embedding Within Nonnegative Tensor Factorization Applied to Music Tagging. ISMIR Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce
2010	—	`conf`	Sparse multi-label linear embedding nonnegative tensor factorization for automatic music tagging. EUSIPCO Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce
2009	—	`conf`	Music Genre Classification Using Locality Preserving Non-Negative Tensor Factorization and Sparse Representations. ISMIR Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce
2009	—	`conf`	Music genre classification via sparse representations of auditory temporal modulations. EUSIPCO Yannis Panagakis, Constantine Kotropoulos, Gonzalo R. Arce