Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models. - Roman Klokov; Victor S. Lempitsky (ICCV, 2017)

Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55. - Li Yi 001; Lin Shao 002; Manolis Savva; Haibin Huang; Yang Zhou 009; Qirui Wang; Benjamin Graham; Martin Engelcke; Roman Klokov; Victor S. Lempitsky; Yuan Gan; Pengyu Wang 004; et al. (CoRR, 2017)

Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image. - Roman Klokov; Jakob Verbeek; Edmond Boyer (BMVC, 2019)

Discrete Point Flow Networks for Efficient Point Cloud Generation. - Roman Klokov; Edmond Boyer; Jakob Verbeek (ECCV (23), 2020)

Deep Learning for 3D Shape Modelling. (Deep learning pour la modélisation de formes 3D). - Roman Klokov (2021)

VoroMesh: Learning Watertight Surface Meshes with Voronoi Diagrams. - Nissim Maruani; Roman Klokov; Maks Ovsjanikov; Pierre Alliez; Mathieu Desbrun (ICCV, 2023)

Self-Supervised Dual Contouring. - Ramana Sundararaman; Roman Klokov; Maks Ovsjanikov (CVPR, 2024)