Ilya A. Petrov
PhD Student

@inproceedings{petrov2026echo,
    title = {ECHO: Ego-Centric modeling of Human-Object interactions},
    author = {Petrov, Ilya A. and Guzov, Vladimir and Marin, Riccardo and Aksan, Emre and Chen, Xu and Cremers, Daniel and Beeler, Thabo and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision},
    month = {October},
    year = {2026},
}

@inproceedings{athanasiou20265trustclip,
    title = {TrustCLIP: Learning Private Visual Features via Adversarial Reconstruction},
    author = {Athanasiou, Nikos and Petrov, Ilya A. and Yao, Angela and Ma, Shugao and Sauser, Eric and Remeli, Edoardo and Hampali, Shreyas and Schönberger, Johannes and Sener, Fadime and Tekin, Bugra},
    booktitle = {European Conference on Computer Vision},
    month = {October},
    year = {2026},
}

@inproceedings{petrov2025tridi,
    title = {TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions},
    author = {Petrov, Ilya A. and Marin, Riccardo and Chibane, Julian and Pons-Moll, Gerard},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
    month = {October},
    year = {2025},
}

@inproceedings{zhang2024force,
    title = {FORCE: Dataset and Method for Intuitive Physics Guided Human-object Interaction},
    author = {Zhang, Xiaohan and Bhatnagar, Bharat Lal and Starke, Sebastian and Petrov, Ilya A. and Guzov, Vladimir and Dhamo, Helisa and Pérez Pellitero, Eduardo and Pons-Moll, Gerard},
    booktitle = {International Conference on 3D Vision (3DV)},
    month = {March},
    year = {2025},
}

@article{blendify2024,
    title = {Blendify -- Python rendering framework for Blender},
    author = {Guzov, Vladimir and Petrov, Ilya A. and Pons-Moll, Gerard},
    journal = {Arxiv},
    year = {2024},
}

@inproceedings{petrov2023popup,
    title = {Object pop-up: Can we infer 3D objects and their poses from human interactions alone?},
    author = {Petrov, Ilya A. and Marin, Riccardo and Chibane, Julian and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    organization = {{IEEE}},
    year = {2023},
}

@inproceedings{bhatnagar22behave,
    title = {BEHAVE: Dataset and Method for Tracking Human Object Interactions},
    author = {Bhatnagar, Bharat Lal and  Xie, Xianghui and Petrov, Ilya A. and Sminchisescu, Cristian and Theobalt, Christian and Pons-Moll, Gerard},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {June},
    year = {2022},
}

@inproceedings{petrov20fBRS,
    title = {F-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation},
    author = {Sofiiuk, Konstantin and Petrov, Ilya A. and Barinova, Olga and Konushin, Anton},
    booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
    month = {jun},
    organization = {{IEEE}},
    year = {2020},
}