Panagakis, Yannis
- Language Models are Injective and Hence Invertible
2025/10/17 by Giorgos Nikolaou, Tommaso Mencattini, Nikolaou, Giorgos +9 · 43 voices · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.LG
- TensorLy: Tensor Learning in Python
2016/10/29 by Jean Kossaifi, Kossaifi, Jean, Yannis Panagakis +5 · 1 voice · 19 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- 3D Face Morphable Models "In-the-Wild"
2017/01/19 by James G. Booth, Epameinondas Antonakos, Booth, James +9 · 3 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Non-Negative Matrix Factorizations for Multiplex Network Analysis
2016/12/01 by Gligorijevic, Vladimir, Panagakis, Yannis, Zafeiriou, Stefanos · 3 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
2022/02/14 by Xiaoxi Wei, Wei, Xiaoxi, A. Aldo Faisal +39 · 4 citations
Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #Signal Processing (eess.SP) #electronic engineering #information engineering
- Augmenting Deep Classifiers with Polynomial Neural Networks
2021/04/16 by Grigorios G. Chrysos, Chrysos, Grigorios G, Markos Georgopoulos +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
- Investigating Personalization Methods in Text to Music Generation
2023/09/20 by Manos Plitsis, Theodoros Kouzelis, Plitsis, Manos +7 · 4 citations
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- Π-nets: Deep Polynomial Neural Networks
2020/03/08 by Grigorios G. Chrysos, Stylianos Moschoglou, Chrysos, Grigorios G. +9 · 2 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Polynomial and algebraic computation #Tensor decomposition and applications
- Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study
2020/05/15 by Georgopoulos, Markos, Panagakis, Yannis, Pantic, Maja · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
2022/05/31 by J. E. Oldfield, Oldfield, James, Christos Tzelepis +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
2024/05/28 by Koromilas, Panagiotis, Bouritsas, Giorgos, Giannakopoulos, Theodoros +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Parts of Speech-Grounded Subspaces in Vision-Language Models
2023/05/23 by J. E. Oldfield, Oldfield, James, Christos Tzelepis +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Scale Equivariant Graph Metanetworks
2024/06/15 by Kalogeropoulos, Ioannis, Bouritsas, Giorgos, Panagakis, Yannis · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Side Information for Face Completion: a Robust PCA Approach
2018/01/20 by Niannan Xue, Jiankang Deng, Xue, Niannan +7 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Sparse and Compressive Sensing Techniques
- Robust Kronecker Component Analysis
2018/01/18 by Bahri, Mehdi, Panagakis, Yannis, Zafeiriou, Stefanos · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Modeling of Facial Aging and Kinship: A Survey
2018/02/13 by Georgopoulos, Markos, Panagakis, Yannis, Pantic, Maja · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PolyGAN: High-Order Polynomial Generators
2019/08/19 by Grigorios G. Chrysos, Chrysos, Grigorios, Stylianos Moschoglou +5 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Tensor decomposition and applications
- Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
2024/02/19 by James Oldfield, Markos Georgopoulos, Oldfield, James +13 · 2 citations
Computer Science · #Expert finding and Q&A systems
- Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation
2019/06/14 by Kossaifi, Jean, Toisoul, Antoine, Bulat, Adrian +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Cluster-guided Image Synthesis with Unconditional Models
2021/12/24 by Georgopoulos, Markos, Oldfield, James, Chrysos, Grigorios G +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Latent Alignment with Deep Set EEG Decoders
2023/11/29 by Bakas, Stylianos, Ludwig, Siegfried, Adamos, Dimitrios A. +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #I.2.6 #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Are Large Brainwave Foundation Models Capable Yet? Insights from Fine-tuning
2025/07/01 by Na Lee, Konstantinos Barmpas, Lee, Na +9 · 4 citations
Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Neurological disorders and treatments
- Synthetic Speech Source Tracing using Metric Learning
2025/06/03 by Koutsianos, Dimitrios, Zacharopoulos, Stavros, Panagakis, Yannis +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Sound (cs.SD)