Yuri Boykov
26 papers · 2012–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (13)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🌍
Conference Polyglot
(4)
🤝
Dynamic Duo
(10)
🔬
Deep Specialist
(13)
🧬
Topic Evolution
🏆
Keyword Champion
(8)
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(123)
🔥
Unstoppable
(8)
💎
Century Club
(26)
🚀
Conference Pioneer
Conferences
CVPR (15)
ICCV (8)
ECCV (2)
NIPS (1)
Top co-authors
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