Yannis Panagakis
- Language Models are Injective and Hence Invertible
2025/10/17 by Giorgos Nikolaou, Tommaso Mencattini, Nikolaou, Giorgos +9 · 43 voices · 5 citations
#cs.LG #cs.AI
- TensorLy: Tensor Learning in Python
2016/10/29 by Jean Kossaifi, Yannis Panagakis, Kossaifi, Jean +5 · 1 voice · 18 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, Booth, James, Epameinondas Antonakos +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
- Augmenting Deep Classifiers with Polynomial Neural Networks
2021/04/16 by Grigorios G. Chrysos, Chrysos, Grigorios G, Markos Georgopoulos +9 · 2 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 · 3 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
- Parts of Speech-Grounded Subspaces in Vision-Language Models
2023/05/23 by J. E. Oldfield, Christos Tzelepis, Oldfield, James +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
- Side Information for Face Completion: a Robust PCA Approach
2018/01/20 by Niannan Xue, Xue, Niannan, Jiankang Deng +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
- 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
- Π-nets: Deep Polynomial Neural Networks
2020/03/08 by Grigorios G. Chrysos, Stylianos Moschoglou, Chrysos, Grigorios G. +9 · 1 citation
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
- Are Large Brainwave Foundation Models Capable Yet? Insights from Fine-tuning
2025/07/01 by Na Lee, Lee, Na, Konstantinos Barmpas +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