Christos Tzelepis

Orcid: 0000-0002-2036-9089

According to our database1, Christos Tzelepis authored at least 36 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Bilinear Models of Parts and Appearances in Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

One-Shot Neural Face Reenactment via Finding Directions in GAN's Latent Space.
Int. J. Comput. Vis., August, 2024

MM2Latent: Text-to-facial image generation and editing in GANs with multimodal assistance.
CoRR, 2024

Are CLIP features all you need for Universal Synthetic Image Origin Attribution?
CoRR, 2024

DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment.
CoRR, 2024

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.
CoRR, 2024

Improving Fairness using Vision-Language Driven Image Augmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

DISYRE: Diffusion-Inspired Synthetic Restoration for Unsupervised Anomaly Detection.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
"Just To See You Smile": SMILEY, a Voice-Guided GUY GAN.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Parts of Speech-Grounded Subspaces in Vision-Language Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Self-Supervised Video Similarity Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Attribute-Preserving Face Dataset Anonymization via Latent Code Optimization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval.
Int. J. Comput. Vis., 2022

ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences.
CoRR, 2022

2021
Uncertainty Propagation in Convolutional Neural Networks: Technical Report.
CoRR, 2021

Few-Shot Action Localization without Knowing Boundaries.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

WarpedGANSpace: Finding non-linear RBF paths in GAN latent space.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Estimating continuous affect with label uncertainty.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
Temporal Action Localization with Variance-Aware Networks.
CoRR, 2020

Boundary Uncertainty in a Single-Stage Temporal Action Localization Network.
CoRR, 2020

2019
A deep generic to specific recognition model for group membership analysis using non-verbal cues.
Image Vis. Comput., 2019

2018
Maximum margin learning under uncertainty.
PhD thesis, 2018

Linear Maximum Margin Classifier for Learning from Uncertain Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Multimedia Processing Essentials.
Proceedings of the Personal Multimedia Preservation, 2018

2017
Generic to Specific Recognition Models for Membership Analysis in Group Videos.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
Event-based media processing and analysis: A survey of the literature.
Image Vis. Comput., 2016

Learning to detect video events from zero or very few video examples.
Image Vis. Comput., 2016

Video Event Detection Using Kernel Support Vector Machine with Isotropic Gaussian Sample Uncertainty (KSVM-iGSU).
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Video aesthetic quality assessment using kernel Support Vector Machine with isotropic Gaussian sample uncertainty (KSVM-IGSU).
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

2013
ITI-CERTH participation to TRECVID 2013.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Improving event detection using related videos and relevance degree support vector machines.
Proceedings of the ACM Multimedia Conference, 2013


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