K S Sesh Kumar

K S Sesh Kumar

Post-Doctoral Researcher

IST AUSTRIA
Kolomogorov Group
Am Campus 1
Klosterneuburg
3400, Austria
skarri at ist dot ac dot at

I am a post-doctoral researcher in the group of Vladimir Kolmogorov at IST, Austria. I finished my PhD under the supervision of Francis Bach at INRIA, SIERRA in September, 2016. I received MVA Masters from ENS-Cachan in 2013 and Bachelors degree (Computer Science and Engineering) from IIIT, Hyderabad in 2003.

My research revolves around exploring the links between different topics in the following areas :
CV (Last updated June, 2017)

Publications(google scholar, dblp)

2016

K. S. Sesh Kumar and F. Bach, Active-set Methods for Submodular Minimization Problems. Technical report, HAL 01161759, 2016 (To appear in JMLR) . [pdf]

2015

K. S. Sesh Kumar, A. Barbero, S. Jegelka, S. Sra and F. Bach, Convex Optimization for Parallel Energy Minimization. Technical report, HAL 01123492, 2015. [pdf]

2013

K. S. Sesh Kumar and F. Bach, Maximizing Submodular Functions using Probabilistic Graphical Models. Technical report, HAL 00860575, 2013. [pdf]

K. S. Sesh Kumar and F. Bach, Convex Relaxations for Learning Bounded Treewidth Decomposable Graphs.In Proceedings of the International Conference on Machine Learning (ICML), 2013. [pdf/supplemenatry, pdf-long-version]

2012 and earlier

D. A. Gomez Jauregui, P. Horain, M. K. Rajagopal and K. S. Sesh Kumar, Real-Time Particle Filtering with Heuristics for 3D Motion Capture by Monocular Vision, In Proceedings of IEEE International Workshop on Multimedia Signal Processing (MMSP), 2010. [pdf, bibtex]

K. S. Sesh Kumar, Sukesh Kumar and C. V. Jawahar, On Segmentation of Documents in Complex Scripts, In Proceedings of International Conference on Document Analysis and Recognition (ICDAR), 2007. [pdf, bibtex]

K. S. Sesh Kumar, Anoop M. Namboodiri and C.V.Jawahar, Learning Segmentation of Documents with Complex Scripts , In Proceedings of Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2006. [pdf, bibtex]

Sachin Rawat, K. S. Sesh Kumar, Million Meshesha, Indraneel Deb Sikdar, A. Balasubramanian and C. V. Jawahar, A Semi-Automatic Adaptive OCR for Digital Libraries, In Proceedings of Seventh IAPR Workshop on Document Analysis Systems (DAS), 2006. [pdf, bibtex]

K. S. Sesh Kumar, Anoop M. Namboodiri and C. V. Jawahar, Learning to Segment Document Images , In Proceedings of International Conference on Pattern Recognition and Machine Intelligence (PReMI), 2005 . [pdf, bibtex]


Thesis

On the Links between Probabilistic Graphical Models and Submodular Optimisation , PhD, l’École normale supérieure / SIERRA-INRIA, 2016.[pdf]


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