Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation. - Mateusz Michalkiewicz; Akshay Pai; Kelvin K. Leung; Stefan Sommer; Sune Darkner; Lauge Sørensen; Jon Sporring; Mads Nielsen (Image Processing, 2016)

Implicit Surface Representations As Layers in Neural Networks. - Mateusz Michalkiewicz; Jhony Kaesemodel Pontes; Dominic Jack; Mahsa Baktashmotlagh; Anders P. Eriksson (ICCV, 2019)

Deep Level Sets: Implicit Surface Representations for 3D Shape Inference. - Mateusz Michalkiewicz; Jhony K. Pontes; Dominic Jack; Mahsa Baktashmotlagh; Anders P. Eriksson (CoRR, 2019)

A Simple and Scalable Shape Representation for 3D Reconstruction. - Mateusz Michalkiewicz; Eugene Belilovsky; Mahsa Baktashmotlagh; Anders P. Eriksson (BMVC, 2020)

Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors. - Mateusz Michalkiewicz; Sarah Parisot; Stavros Tsogkas; Mahsa Baktashmotlagh; Anders P. Eriksson; Eugene Belilovsky (ECCV (25), 2020)

Implicitly Defined Layers in Neural Networks. - Qianggong Zhang; Yanyang Gu; Mateusz Michalkiewicz; Mahsa Baktashmotlagh; Anders P. Eriksson (CoRR, 2020)

Learning Compositional Shape Priors for Few-Shot 3D Reconstruction. - Mateusz Michalkiewicz; Stavros Tsogkas; Sarah Parisot; Mahsa Baktashmotlagh; Anders P. Eriksson; Eugene Belilovsky (CoRR, 2021)

Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters. - Mateusz Michalkiewicz; Masoud Faraki; Xiang Yu 002; Manmohan Chandraker; Mahsa Baktashmotlagh (ICCV, 2023)

Monocular 3D reconstruction: shape representation, scalability and generalization - Mateusz Michalkiewicz (2023)

DRAGON: Drone and Ground Gaussian Splatting for 3D Building Reconstruction. - Yujin Ham; Mateusz Michalkiewicz; Guha Balakrishnan (ICCP, 2024)

Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models. - Mateusz Michalkiewicz; Sheena Bai; Mahsa Baktashmotlagh; Varun Jampani; Guha Balakrishnan (CoRR, 2024)

GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra. - Mateusz Michalkiewicz; Anekha Sokhal; Tadeusz Michalkiewicz; Piotr Pawlikowski; Mahsa Baktashmotlagh; Varun Jampani; Guha Balakrishnan (CoRR, 2025)