Marc T. LAW

Department of Computer Science, University of Toronto
6 King's College Rd, Pratt Building, Office 398B
Toronto, Ontario, M5S 3G4 Canada



           


Introduction I received a PhD in Computer Science from Université Pierre et Marie Curie (Paris, France) in January 2015, I was supervised by Professor Matthieu Cord. I was a visiting research scholar in the team of Professor Eric Xing at the School of Computer Science, Carnegie Mellon University in 2015~2016. Since June 2016, I am a postdoctoral fellow in the Department of Computer Science at the University of Toronto under the supervision of Professor Raquel Urtasun and Professor Richard Zemel. This webpage will self-destruct on July 15, you can visit my new page.
Research Interest Pattern recognition, metric learning, computer vision, Web archiving.

Publications
International Conferences

Closed-Form Training of Mahalanobis Distance for Supervised Clustering
M. T. Law, Y. Yu, M. Cord, E. P. Xing
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016
[pdf] [short bib] [code] [mirror code]

Fantope Regularization in Metric Learning
M. T. Law, N. Thome, M. Cord
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014
[doi] [pdf] [short bib] [code]

Quadruplet-wise Image Similarity Learning
M. T. Law, N. Thome, M. Cord
IEEE International Conference on Computer Vision (ICCV) 2013
[doi] [pdf] [full bib] [short bib] [project page]

Structural and Visual Comparisons for Web Page Archiving
M. T. Law, N. Thome, S. Gançarski, M. Cord
12th edition of the ACM Symposium on Document Engineering (DocEng) 2012
[doi] [pdf] [full bib] [short bib] [code] [demo webpage (thanks to Andres Sanoja and Zeynep Pehlivan)]

International Journal

Learning a Distance Metric from Relative Comparisons between Quadruplets of Images
M. T. Law, N. Thome, M. Cord
International Journal of Computer Vision (IJCV), 2016


International Workshops

Hybrid Pooling Fusion in the BoW Pipeline
M. T. Law, N. Thome, M. Cord
ECCV 2012 Workshop on Information fusion in Computer Vision for Concept Recognition (ECCV-IFCVCR 2012)
[pdf] [full bib]

Structural and Visual Similarity Learning for Web Page Archiving
M. T. Law, C. Sureda Gutierrez, N. Thome, S. Gançarski, M. Cord
10th workshop on Content-Based Multimedia Indexing (CBMI) 2012
[pdf] [bib]

Book Chapter

Bag-of-Words Image Representation: Key Ideas and Further Insight
M. T. Law, N. Thome, M. Cord
Fusion in Computer Vision - Understanding Complex Visual Content, Springer 2014

French Conference

Apprentissage de métrique appliqué à la détection de changement de page Web
M. T. Law, C. Sureda Gutierrez, N. Thome, S. Gançarski, M. Cord
CORIA 2015

PhD Thesis

Distance Metric Learning for Image and Webpage Comparison
Université Pierre et Marie Curie (Paris 6), 2015
[pdf (22 MB)] [hal] [bib]



Teaching University Paris 6, Licence 2, LI214: Logic and Automata. (38.5 hours)
University Paris 6, Licence 2, LI215: Imperative programming and data structures in C. (38.5 hours)
University Paris 6, Licence 2, LI230: Object-oriented Programming in Java. (110 hours)
University Paris 6, Master 1 Artificial Intelligence: Project advisor. (3.5 hours)
University Paris 6/Telecom ParisTech, Master 2 Image Processing: Project advisor. (4 hours)