Osokin, Anton

18 publications

ECCV 2020 OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features Anton Osokin, Denis Sumin, Vasily Lomakin

UAI 2018 Marginal Weighted Maximum Log-Likelihood for Efficient Learning of Perturb-and-mAP Models Tatiana Shpakova, Francis R. Bach, Anton Osokin

NeurIPS 2018 Quantifying Learning Guarantees for Convex but Inconsistent Surrogates Kirill Struminsky, Simon Lacoste-Julien, Anton Osokin

ICLR 2018 SEARNN: Training RNNs with Global-Local Losses Rémi Leblond, Jean-Baptiste Alayrac, Anton Osokin, Simon Lacoste-Julien

ICCV 2017 GANs for Biological Image Synthesis Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi

NeurIPS 2017 On Structured Prediction Theory with Calibrated Convex Surrogate Losses Anton Osokin, Francis Bach, Simon Lacoste-Julien

AISTATS 2016 Breaking Sticks and Ambiguities with Adaptive Skip-Gram Sergey Bartunov, Dmitry Kondrashkin, Anton Osokin, Dmitry P. Vetrov

ICML 2016 Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz, Puneet Dokania, Simon Lacoste-Julien

ICCV 2015 Context-Aware CNNs for Person Head Detection Tuan-Hung Vu, Anton Osokin, Ivan Laptev

NeurIPS 2015 Tensorizing Neural Networks Alexander Novikov, Dmitrii Podoprikhin, Anton Osokin, Dmitry P Vetrov

ECCV 2014 Perceptually Inspired Layout-Aware Losses for Image Segmentation Anton Osokin, Pushmeet Kohli

ICML 2014 Putting MRFs on a Tensor Train Alexander Novikov, Anton Rodomanov, Anton Osokin, Dmitry Vetrov

CVPR 2013 A Principled Deep Random Field Model for Image Segmentation Pushmeet Kohli, Anton Osokin, Stefanie Jegelka

NeurIPS 2012 Minimizing Sparse High-Order Energies by Submodular Vertex-Cover Andrew Delong, Olga Veksler, Anton Osokin, Yuri Boykov

ECCV 2012 Submodular Relaxation for MRFs with High-Order Potentials Anton Osokin, Dmitry P. Vetrov

ECCVW 2012 Submodular Relaxation for MRFs with High-Order Potentials Anton Osokin, Dmitry P. Vetrov

CVPR 2011 Submodular Decomposition Framework for Inference in Associative Markov Networks with Global Constraints Anton Osokin, Dmitry P. Vetrov, Vladimir Kolmogorov

CVPR 2010 Fast Approximate Energy Minimization with Label Costs Andrew Delong, Anton Osokin, Hossam N. Isack, Yuri Boykov