Meng Tang, University of Waterloo

Meng Tang

Email: m62tang AT uwaterloo.ca or mengtang AT fb.com

~~I'm~~ I was a PhD student in computer science at the University of Waterloo, supervised by Yuri Boykov.

I'm interested in computer vision and machine learning, with particular focus on optimization.

June 2019: Attend CVPR and its doctoral consortium.

May 2019: I successfully defended my thesis! [Slides] [PDF]

May 2019: I joined Facebook Reality Labs in Redmond, WA.

GoogleScholar GitHub CV

Publication

Journals

Constrained-CNN losses for weakly supervised segmentation

Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, Yuri Boykov, Ismail Ben Ayed

Medical Image Analysis (MedIA), 2019. [PDF] [Code] [MIDL 2018 version]
Kernel Cuts: Kernel and Spectral Clustering meet Regularization

Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov

International Journal of Computer Vision (IJCV), 2018 (accepted). [PDF] [arXiv]
Kernel Clustering: Density Biases and Solutions

Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2017. [PDF]

Conferences

Beyond Gradient Descent for Regularized Segmentation Losses

Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, June 2019. [PDF] [Code]
On Regularized Losses for Weakly-supervised CNN Segmentation

Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov

European Conference on Computer Vision (ECCV), Munich, Germany, September 2018. [PDF] [Slides] [Code] [arXiv]
Normalized Cut Loss for Weakly-supervised CNN Segmentation

Meng Tang, Abdelaziz Djelouah, Federico Perazzi, Yuri Boykov, Christopher Schroers

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

European Conference on Computer Vision (ECCV), Amsterdam, the Netherlands, October 2016. [PDF] [Code] [Poster] [Slides] [Video](oral)
Secrets of GrabCut and Kernel K-means

Meng Tang, Ismail Ben Ayed, Dmitrii Marin, Yuri Boykov

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

European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 2014. [PDF] [Code] [Poster] [Slides] [Video](oral)
GrabCut in One Cut

Meng Tang, Lena Gorelick, Olga Veksler, Yuri Boykov

IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December 2013. [PDF] [Code] [Poster]