I'm interested in optimization for computer vision and machine learning.
On Regularized Losses for Weakly-supervised CNN Segmentation
Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov
In
European Conference on Computer Vision (
ECCV), Munich, Germany, September 2018.
[arXiv]Normalized Cut Loss for Weakly-supervised CNN Segmentation
Meng Tang, Abdelaziz Djelouah, Federico Perazzi, Yuri Boykov, Christopher Schroers
In
IEEE Conference on Computer Vision and Pattern Recognition (
CVPR), Salt Lake City, USA, June 2018.
[PDF] [Poster]Normalized Cut Meets MRF
Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov
Secrets of GrabCut and Kernel K-means
Meng Tang, Ismail Ben Ayed, Dmitrii Marin, Yuri Boykov
In
IEEE International Conference on Computer Vision (
ICCV), Santiago, Chile, December 2015.
[PDF] [Code] [Poster]Pseudo-Bound Optimization for Binary Energies
Meng Tang, Ismail Ben Ayed, Yuri Boykov
GrabCut in One Cut
Meng Tang, Lena Gorelick, Olga Veksler, Yuri Boykov
In
IEEE International Conference on Computer Vision (
ICCV), Sydney, Australia, December 2013.
[PDF] [Code] [Poster]