Yannis Panagakis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
44
Venues
12
Active years
2010–2025
Best venue rank
A*
Where they publish
Papers
44 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning. | Na Lee, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou |
| 2025 | Interspeech | Synthetic Speech Source Tracing using Metric Learning. | Dimitrios Koutsianos, Stavros Zacharopoulos, Yannis Panagakis, Themos Stafylakis |
| 2024 | BMVC | Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis. | Theodoros Kouzelis, Emmanouil Plitsis, Mihalis Nicolaou, Yannis Panagakis |
| 2024 | ICASSP | Investigating Personalization Methods in Text to Music Generation. | Manos Plitsis, Theodoros Kouzelis, Georgios Paraskevopoulos, Vassilis Katsouros, Yannis Panagakis |
| 2024 | ICML | Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses. | Panagiotis Koromilas, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis |
| 2023 | ICASSP | MMATR: A Lightweight Approach for Multimodal Sentiment Analysis Based on Tensor Methods. | Panagiotis Koromilas, Mihalis A. Nicolaou, Theodoros Giannakopoulos, Yannis Panagakis |
| 2023 | ICLR | PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. | James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras |
| 2022 | CVPR | Cluster-guided Image Synthesis with Unconditional Models. | Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis |
| 2022 | ECCV | Augmenting Deep Classifiers with Polynomial Neural Networks. | Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar |
| 2022 | NAACL | Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT. | Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis, Mihalis Nicolaou |
| 2021 | BMVC | Tensor Component Analysis for Interpreting the Latent Space of GANs. | James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras |
| 2021 | BMVC | Defensive Tensorization. | Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya, Yannis Panagakis, Timothy M. Hospedales, Georgios Tzimiropoulos, Nicholas D. Lane, Maja Pantic |
| 2021 | ICASSP | Learning Separable Time-Frequency Filterbanks for Audio Classification. | Jie Pu, Yannis Panagakis, Maja Pantic |
| 2020 | CVPR | P-nets: Deep Polynomial Neural Networks. | Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou |
| 2020 | CVPR | Enhancing Facial Data Diversity with Style-based Face Aging. | Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic |
| 2020 | CVPR | Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation. | Jean Kossaifi, Antoine Toisoul, Adrian Bulat, Yannis Panagakis, Timothy M. Hospedales, Maja Pantic |
| 2020 | ICASSP | Speech-Driven Facial Animation Using Polynomial Fusion of Features. | Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, Maja Pantic |
| 2020 | ICASSP | Learning Differentiable Sparse and Low Rank Networks for Audio-Visual Object Localization. | Jie Pu, Yannis Panagakis, Maja Pantic |
| 2020 | ICML | Multilinear Latent Conditioning for Generating Unseen Attribute Combinations. | Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis |
| 2019 | ICASSP | Learning Low Rank and Sparse Models via Robust Autoencoders. | Jie Pu, Yannis Panagakis, Maja Pantic |
| 2018 | AAAI | Informed Non-Convex Robust Principal Component Analysis With Features. | Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou |
| 2018 | CVPR | GAGAN: Geometry-Aware Generative Adversarial Networks. | Jean Kossaifi, Linh Tran, Yannis Panagakis, Maja Pantic |
| 2017 | ACII | Behavior prediction in-the-wild. | Christos Georgakis, Yannis Panagakis, Maja Pantic |
| 2017 | CVPR | 3D Face Morphable Models "In-the-Wild". | James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, Stefanos Zafeiriou |
| 2017 | CVPR | Robust Joint and Individual Variance Explained. | Christos Sagonas, Yannis Panagakis, Alina Leidinger, Stefanos Zafeiriou |
| 2017 | CVPR | Learning the Multilinear Structure of Visual Data. | Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos Zafeiriou |
| 2017 | ICASSP | Audio-visual object localization and separation using low-rank and sparsity. | Jie Pu, Yannis Panagakis, Stavros Petridis, Maja Pantic |
| 2017 | ICCV | Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling. | Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou |
| 2017 | ICCV | Side Information in Robust Principal Component Analysis: Algorithms and Applications. | Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou |
| 2016 | ICPR | Fusion and community detection in multi-layer graphs. | Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou |
| 2016 | ICPR | Back to the future: A fully automatic method for robust age progression. | Christos Sagonas, Yannis Panagakis, Saritha Arunkumar, Nalini K. Ratha, Stefanos Zafeiriou |
| 2015 | CVPR | Automatic construction Of robust spherical harmonic subspaces. | Patrick Snape, Yannis Panagakis, Stefanos Zafeiriou |
| 2015 | ICCV | Robust Statistical Face Frontalization. | Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic |
| 2015 | ICCV | Face Flow. | Patrick Snape, Anastasios Roussos, Yannis Panagakis, Stefanos Zafeiriou |
| 2014 | BMVC | Generalised Scalable Robust Principal Component Analysis. | Georgios Papamakarios, Yannis Panagakis, Stefanos Zafeiriou |
| 2014 | CVPR | RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models. | Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic |
| 2014 | ECCV | Audiovisual Conflict Detection in Political Debates. | Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic |
| 2014 | ICASSP | Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest. | Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic |
| 2013 | CVPR | Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences. | Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic |
| 2013 | ICASSP | Music recommendation using hypergraphs and group sparsity. | Antonis Theodoridis, Constantine Kotropoulos, Yannis Panagakis |
| 2012 | ICASSP | Automatic music tagging by low-rank representation. | Yannis Panagakis, Constantine Kotropoulos |
| 2011 | ICASSP | Automatic music tagging via PARAFAC2. | Yannis Panagakis, Constantine Kotropoulos |
| 2010 | ICASSP | Music genre classification via Topology Preserving Non-Negative Tensor Factorization and sparse representations. | Yannis Panagakis, Constantine Kotropoulos |
| 2010 | ICPR | Ensemble Discriminant Sparse Projections Applied to Music Genre Classification. | Constantine Kotropoulos, Gonzalo R. Arce, Yannis Panagakis |