← Authors

Yuri Boykov

26 papers · 2012–2025 · 4 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (13) πŸ—ΊοΈ Taxonomy Completionist (38) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (4) 🀝 Dynamic Duo (10) πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (8) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (123) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (26) πŸš€ Conference Pioneer

Conferences

CVPR (15) ICCV (8) ECCV (2) NIPS (1)

Top co-authors

Olga Veksler (10) Dmitrii Marin (7) Lena Gorelick (7) Ismail Ben Ayed (6) Hossam Isack (5) Meng Tang (5) Maria Drangova (3) Carl Olsson (3) Zhongwen Zhang (3) Andrew Delong (2)

Keywords

image segmentation (9) energy minimization (8) graph cut (6) semantic segmentation (5) weakly supervised learning (4) curvature regularization (4) submodular optimization (3) energy optimization (3) combinatorial optimization (3) trust region (3) conditional random field (2) computer vision (2) trust region method (2) kl divergence (2) probabilistic model (2) loss function (2) stereo matching (2) 3d reconstruction (2) unsupervised learning (2) markov random field (2)

Papers

Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation CVPR 2025
Sparse Non-Local CRF CVPR 2022
Robust Trust Region for Weakly Supervised Segmentation ICCV 2021
Confluent Vessel Trees With Accurate Bifurcations CVPR 2021
Beyond Gradient Descent for Regularized Segmentation Losses CVPR 2019
Divergence Prior and Vessel-Tree Reconstruction CVPR 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries ICCV 2019
Normalized Cut Loss for Weakly-Supervised CNN Segmentation CVPR 2018
On Regularized Losses for Weakly-supervised CNN Segmentation ECCV 2018
K-convexity shape priors for segmentation ECCV 2018
Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS) CVPR 2017
Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies CVPR 2017
Hedgehog Shape Priors for Multi-Object Segmentation CVPR 2016
Thin Structure Estimation With Curvature Regularization ICCV 2015
Joint Optimization of Segmentation and Color Clustering ICCV 2015
Secrets of GrabCut and Kernel K-Means ICCV 2015
Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions ICCV 2015
Submodularization for Binary Pairwise Energies CVPR 2014
Efficient Squared Curvature CVPR 2014
Energy Based Multi-model Fitting & Matching for 3D Reconstruction CVPR 2014
Fast Trust Region for Segmentation CVPR 2013
Auxiliary Cuts for General Classes of Higher Order Functionals CVPR 2013
In Defense of 3D-Label Stereo CVPR 2013
Partial Enumeration and Curvature Regularization ICCV 2013
GrabCut in One Cut ICCV 2013
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NIPS 2012