Quadratic formulation of disparity estimation problem for light-field camera. - Stepan Tulyakov; Tae Hee Lee; Heechul Han (ICIP, 2013)

Semi-supervised learning of deep metrics for stereo reconstruction. - Stepan Tulyakov; Anton Ivanov; François Fleuret (CoRR, 2016)

Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction. - Stepan Tulyakov; Anton Ivanov; François Fleuret (ICCV, 2017)

Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter. - Stepan Tulyakov; Anton Ivanov; Nicolas Thomas 001; Victoria Roloff; Antoine Pommerol; Gabriele Cremonese; Thomas Weigel; François Fleuret (CoRR, 2017)

Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. - Stepan Tulyakov; Anton Ivanov; François Fleuret (NeurIPS, 2018)

Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo. - Stepan Tulyakov; François Fleuret; Martin Kiefel; Peter V. Gehler; Michael Hirsch (ICCV, 2019)

Time Lens: Event-Based Video Frame Interpolation. - Stepan Tulyakov; Daniel Gehrig; Stamatios Georgoulis; Julius Erbach; Mathias Gehrig; Yuanyou Li; Davide Scaramuzza 001 (CVPR, 2021)

TimeLens: Event-based Video Frame Interpolation. - Stepan Tulyakov; Daniel Gehrig; Stamatios Georgoulis; Julius Erbach; Mathias Gehrig; Yuanyou Li; Davide Scaramuzza 001 (CoRR, 2021)

Multi-Bracket High Dynamic Range Imaging with Event Cameras. - Nico Messikommer; Stamatios Georgoulis; Daniel Gehrig; Stepan Tulyakov; Julius Erbach; Alfredo Bochicchio; Yuanyou Li; Davide Scaramuzza 001 (CVPR Workshops, 2022)

Time Lens++: Event-based Frame Interpolation with Parametric Nonlinear Flow and Multi-scale Fusion. - Stepan Tulyakov; Alfredo Bochicchio; Daniel Gehrig; Stamatios Georgoulis; Yuanyou Li; Davide Scaramuzza 001 (CVPR, 2022)

Event-Based Image Deblurring with Dynamic Motion Awareness. - Patricia Vitoria; Stamatios Georgoulis; Stepan Tulyakov; Alfredo Bochicchio; Julius Erbach; Yuanyou Li (ECCV Workshops (5), 2022)

Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion. - Stepan Tulyakov; Alfredo Bochicchio; Daniel Gehrig; Stamatios Georgoulis; Yuanyou Li; Davide Scaramuzza 001 (CoRR, 2022)

EvShutter: Transforming Events for Unconstrained Rolling Shutter Correction. - Julius Erbach; Stepan Tulyakov; Patricia Vitoria; Alfredo Bochicchio; Yuanyou Li (CVPR, 2023)

Beyond Calibration: Physically Informed Learning for Raw-to-Raw Mapping. - Peter Grönquist; Stepan Tulyakov; Dengxin Dai (CoRR, 2025)