Deep probabilistic human pose estimation. - Ilia A. Petrov 001; Vlad Shakhuro; Anton Konushin (IET Comput. Vis., 2018)

Fine-tuning SMPL: A Framework for Highly Detailed Statistical Human Model Building. - Nikolay Patakin; Ilia A. Petrov 001; Vladimir Guzov; Anton Konushin (VSIP, 2019)

F-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation. - Konstantin Sofiiuk; Ilia A. Petrov 001; Olga Barinova; Anton Konushin (CVPR, 2020)

BEHAVE: Dataset and Method for Tracking Human Object Interactions. - Bharat Lal Bhatnagar; Xianghui Xie; Ilya A. Petrov 001; Cristian Sminchisescu; Christian Theobalt; Gerard Pons-Moll (CVPR, 2022)

Reviving Iterative Training with Mask Guidance for Interactive Segmentation. - Konstantin Sofiiuk; Ilya A. Petrov 001; Anton Konushin (ICIP, 2022)

Object pop-up: Can we infer 3D objects and their poses from human interactions alone? - Ilya A. Petrov 001; Riccardo Marin; Julian Chibane; Gerard Pons-Moll (CVPR, 2023)

Blendify - Python rendering framework for Blender. - Vladimir Guzov; Ilia A. Petrov 001; Gerard Pons-Moll (CoRR, 2024)

TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions. - Ilia A. Petrov 001; Riccardo Marin; Julian Chibane; Gerard Pons-Moll (CoRR, 2024)

ECHO: Ego-Centric modeling of Human-Object interactions. - Ilia A. Petrov 001; Vladimir Guzov; Riccardo Marin; Emre Aksan; Xu Chen 025; Daniel Cremers; Thabo Beeler; Gerard Pons-Moll (CoRR, 2025)