Vicky Kalogeiton

Selected publications

1. 

   Story-level multimodal generativeAI: from understanding to generating visual data using multiple modalities

   Vicky Kalogeiton

   In Habilitation to direct research (HDR) 2024

   Hal
2. 

   Analysis of Classifier-Free Guidance Weight Schedulers

   Xi Wang, Nicolas Dufour, Nefeli Andreou, and 4 more authors

   In Transactions on Machine Learning Research (TMLR) 2024

   PDF Hal arXiv
3. 

   ET the Exceptional Trajectories: Text-to-camera-trajectory generation with character awareness

   Robin Courant, Nicolas Dufour, Xi Wang, and 2 more authors

   In European Conference on Computer Vision (ECCV) 2024

   Website Code arXiv
4. 

   Your diffusion model is an implicit synthetic image detector

   Xi Wang, and Vicky Kalogeiton

   In European Conference on Computer Vision Workshop (ECCV-W) 2024

   Website Hal
5. 

   Bridging Text and Image for Artist Style Transfer via Contrastive Learning

   Zhi-Song Liu, Li-Wen Wang, Jun Xiao, and 1 more author

   In European Conference on Computer Vision Workshop (ECCV-W) 2024

   arXiv
6. 

   Conditional Gradient-based Textual Inversion

   Xi Wang, and Vicky Kalogeiton

   In European Conference on Computer Vision Workshop (ECCV-W) 2024

   Hal
7. 

   Don’t drop your samples! Coherence-aware training benefits Conditional diffusion

   Nicolas Dufour, Victor Besnier, Vicky Kalogeiton, and 1 more author

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

   PDF Website Code arXiv
8. 

   ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities

   Julie Mordacq, Leo Milecki, Maria Vakalopoulou, and 2 more authors

   In Medical Imaging with Deep Learning (MIDL) 2024

   PDF Code
9. 

   Collaborating Foundation models for Domain Generalized Semantic Segmentation

   Yasser Benigmim, Subhankar Roy, Slim Essid, and 2 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

   PDF Code arXiv
10. 

    FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild

    Zhi-Song Liu, Robin Courant, and Vicky Kalogeiton

    In International Journal of Computer Vision (IJCV) 2024

    PDF Website Code Dataset arXiv
11. 

    Learning the What and How of Annotation in Video Object Segmentation

    Thanos Delatolas, Vicky Kalogeiton, and Dim P Papadopoulos

    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024

    PDF Website Code
12. 

    BluNF: Blueprint Neural Field

    Robin Courant, Xi Wang, Marc Christie, and 1 more author

    In Proceedings of the IEEE/CVF International Conference on Computer Vision Workshop (ICCV-W) 2023

    PDF Code
13. 

    MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation

    Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, and 4 more authors

    In Medical Imaging with Deep Learning 2023

    PDF Code
14. 

    One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

    Yasser Benigmim, Subhankar Roy, Slim Essid, and 2 more authors

    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPR-W) 2023

    PDF Code arXiv
15. 

    Reward Function Design for Crowd Simulation via Reinforcement Learning

    Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, and 1 more author

    In Proceedings of the 16th ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) 2023

    PDF
16. Machine Learning for Brain Disorders: Transformers and Visual Transformers

    Robin Courant, Maika Edberg, Nicolas Dufour, and 1 more author

    Book Chapter Machine Learning for Brain Disorders, Springer 2023

    PDF arXiv
17. 

    Name Your Style: Text-Guided Artistic Style Transfer

    Zhi-Song Liu, Li-Wen Wang, Wan-Chi Siu, and 1 more author

    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPR-W) 2023

    PDF
18. 

    FunnyNet: Audiovisual Learning of Funny Moments in Videos

    Zhi-Song Liu, Robin Courant, and Vicky Kalogeiton

    In Asian Conference on Computer Vision (ACCV) 2022

    [Oral] [Student Honorable mention Award] PDF Website Code Dataset arXiv
19. 

    SCAM! Transferring humans between images with Semantic Cross Attention Modulation

    Nicolas Dufour, David Picard, and Vicky Kalogeiton

    In European Conference on Computer Vision (ECCV) 2022

    Website Code Video Poster arXiv
20. 

    Understanding reinforcement learned crowds

    Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, and 1 more author

    In Motion, Interaction and Games (MIG) 2022

    Hal arXiv
21. 

    Contrastive Masked Transformers for Forecasting Renal Transplant Function

    Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, and 4 more authors

    In International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022

    Website Code Hal
22. 

    Constrative Learning for Kidney Transplant Analysis using MRI data and Deep Convolutional Networks

    Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, and 4 more authors

    In Medical Imaging with Deep Learning (MIDL) 2022

    PDF Website Code
23. 

    A survey on reinforcement learning methods in character animation

    Ariel Kwiatkowski, Eduardo Alvarado, Vicky Kalogeiton, and 4 more authors

    In Computer Graphics Forum (Eurographics State-of-the-Art Report); arXiv:2203.04735 2022

    Hal arXiv
24. 

    Name Your Style: An Arbitrary Artist-aware Image Style Transfer

    Zhi-Song Liu, Li-Wen Wang, Wan-Chi Siu, and 1 more author

    arXiv preprint arXiv:2202.13562 2022

    arXiv
25. 

    UGaitNet: Multimodal Gait Recognition With Missing Input Modalities

    Manuel J Marı́n-Jiménez, Francisco M Castro, Rubén Delgado-Escano, and 2 more authors

    IEEE Transactions on Information Forensics and Security (TIFS) 2021

    PDF Website Code
26. 

    Face, body, voice: Video person-clustering with multiple modalities

    Andrew Brown, Vicky Kalogeiton, and Andrew Zisserman

    2021

    [Spotlight] Website Code Dataset Hal arXiv
27. 

    High-Level Features for Movie Style Understanding

    Robin Courant, Christophe Lino, Marc Christie, and 1 more author

    In ICCV 2021 Workshop on AI for Creative Video Editing and Understanding (ICCV-W) 2021

    [Best Paper Award] PDF Video Hal
28. 

    Multimodal Gait Recognition Under Missing Modalities

    Rubén Delgado-Escano, Francisco M Castro, Nicolás Guil, and 2 more authors

    In 2021 IEEE International Conference on Image Processing (ICIP) 2021

    Website Code Colab Hal
29. 

    Me-NDT: Neural-backed Decision Tree for visual Explainability of deep Medical models

    Guanghui Fu, Ruiqian Wang, Jianqiang Li, and 2 more authors

    In Medical Imaging with Deep Learning (MIDL) 2021

    PDF Hal
30. 

    Multiple Style Transfer Via Variational Autoencoder

    Zhi-Song Liu, Vicky Kalogeiton, and Marie-Paule Cani

    In 2021 IEEE International Conference on Image Processing (ICIP) 2021

    PDF Website Poster Hal
31. 

    LAEO-Net++: revisiting people Looking At Each Other in videos

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021

    PDF Website Code Dataset Hal arXiv
32. 

    Constrained video face clustering using 1NN relations

    V Kalogeiton, and A Zisserman

    In The British Machine Vision Conference (BMVC) 2020

    PDF Website Code Dataset
33. 

    Smooth-AP: Smoothing the path towards large-scale image retrieval

    Andrew Brown, Weidi Xie, Vicky Kalogeiton, and 1 more author

    In European Conference on Computer Vision (ECCV); arXiv:2007.12163 2020

    PDF Website Code arXiv
34. 

    Real-time active SLAM and obstacle avoidance for an autonomous robot based on stereo vision

    Vicky Kalogeiton, Konstantinos Ioannidis, G Ch Sirakoulis, and 1 more author

    Cybernetics and Systems 2019
35. 

    LAEO-Net: revisiting people Looking At Each Other in videos

    Manuel J Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, and 1 more author

    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2019

    PDF Website Code Dataset arXiv
36. 

    Localizing spatially and temporally objects and actions in videos

    Vicky Kalogeiton

    PhD Thesis, University of Edinburgh, UK, Inria Grenoble 2017

    PDF Hal
37. 

    Joint learning of object and action detectors

    Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, and 1 more author

    In Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2017

    PDF Website Code Hal
38. 

    Action tubelet detector for spatio-temporal action localization

    Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, and 1 more author

    In Proceedings of the IEEE International Conference on Computer Vision 2017

    PDF Website Code Hal arXiv
39. 

    Programmable crossbar quantum-dot cellular automata circuits

    Vicky Kalogeiton, Dim P Papadopoulos, Orestis Liolis, and 3 more authors

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2017

    arXiv
40. 

    Analysing domain shift factors between videos and images for object detection

    Vicky Kalogeiton, Vittorio Ferrari, and Cordelia Schmid

    IEEE transactions on pattern analysis and machine intelligence (TPAMI) 2016

    PDF Website Dataset arXiv
41. 

    Bio-inspired electronic systems for crowd evacuation with bio-robot guidance

    Vicky Kalogeiton

    2015

    PDF
42. 

    Cellular automaton model of crowd evacuation inspired by slime mould

    Vicky Kalogeiton, Dim P Papadopoulos, IP Georgilas, and 2 more authors

    International Journal of General Systems (IJGS) 2015

    PDF
43. 

    Biomimicry of crowd evacuation with a slime mould cellular automaton model

    Vicky Kalogeiton, Dim P Papadopoulos, Ioannis P Georgilas, and 2 more authors

    In Computational Intelligence, Medicine and Biology 2015

    PDF
44. 

    Hey Physarum! Can you Perform SLAM?

    Vicky Kalogeiton, Dim P Papadopoulos, and Georgios Ch Sirakoulis

    International Journal of Unconventional Computing 2014
45. 

    Morphological Edge Detector Implemented in Quantum Cellular Automata

    Orestis Liolis, Vicky Kalogeiton, Dim P Papadopoulos, and 3 more authors

    In Imaging Systems and Techniques (IST), 2013 IEEE International Conference on 2013

    PDF
46. 

    Automatic summarization and annotation of videos with lack of metadata information

    Dim P Papadopoulos, Vicky Kalogeiton, Savvas A Chatzichristofis, and 1 more author

    Expert Systems with Applications 2013

    PDF
47. 

    DUTH does Probabilities of Relevance at the Legal Track

    Dim P Papadopoulos, Vicky Kalogeiton, and Avi Arampatzis

    In The Nineteenth Text REtrieval Conference Proceedings (TREC 2010). National Institute of Standards and Technology (NIST) the Defense Advanced Research Projects Agency (DARPA) and the Advanced Research and Development Activity (ARDA) 2011

    PDF
48. 

    A novel video summarization method based on the compact composite descriptors and fuzzy classifier

    Vicky Kalogeiton,  Papadopoulos, Dim P, and 2 more authors

    In 4th international conference for undergraduate and postgraduate students in computer engineering, informatics, related technologies and applications 2010

    [Best Paper Award]