publications

2021

  1. NeurIPS
    Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond
    Đ.Khuê Lê-Huu, Karteek Alahari
    In Advances in Neural Information Processing Systems 2021

2019

  1. PhD Thesis
    Nonconvex Alternating Direction Optimization for Graphs: Inference and Learning
    Đ.Khuê Lê-Huu
    2019

2018

  1. CVPR
    Continuous Relaxation of MAP Inference: A Nonconvex Perspective
    Đ.Khuê Lê-Huu, Nikos Paragios
    In IEEE Conference on Computer Vision and Pattern Recognition 2018

2017

  1. CVPR
    Alternating Direction Graph Matching
    Đ.Khuê Lê-Huu, Nikos Paragios
    In IEEE Conference on Computer Vision and Pattern Recognition 2017

2014

  1. Dual decomposition with accelerated first-order scheme for discrete markov random field optimization
    Đ.Khuê Lê-Huu
    Technical report 2014

2013

  1. An Active Contour Model with Improved Shape Priors using Fourier Descriptors
    Fareed Ahmed, Đ.Khuê Lê-Huu, Julien Olivier, Romuald Boné
    In VISAPP 2013