Sadeep Jayasumana
Sadeep Jayasumana
Research Scientist, Google Research
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Conditional Random Fields as Recurrent Neural Networks
S Zheng, S Jayasumana, B Romera-Paredes, V Vineet, Z Su, D Du, ...
IEEE International Conference on Computer Vision (ICCV), 2015
18692015
Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices
S Jayasumana, R Hartley, M Salzmann, H Li, M Harandi
Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on, 73-80, 2013
2482013
Higher order conditional random fields in deep neural networks
A Arnab, S Jayasumana, S Zheng, PHS Torr
European Conference on Computer Vision, 524-540, 2016
1672016
Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels
S Jayasumana, R Hartley, M Salzmann, H Li, M Harandi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
1172015
Expanding the family of Grassmannian kernels: An embedding perspective
MT Harandi, M Salzmann, S Jayasumana, R Hartley, H Li
European Conference on Computer Vision, 408-423, 2014
672014
Conditional random fields meet deep neural networks for semantic segmentation: Combining probabilistic graphical models with deep learning for structured prediction
A Arnab, S Zheng, S Jayasumana, B Romera-Paredes, M Larsson, ...
IEEE Signal Processing Magazine 35 (1), 37-52, 2018
442018
A framework for shape analysis via hilbert space embedding
S Jayasumana, M Salzmann, H Li, M Harandi
Proceedings of the IEEE International Conference on Computer Vision, 1249-1256, 2013
322013
Higher order potentials in end-to-end trainable conditional random fields
A Arnab, S Jayasumana, S Zheng, PHS Torr
arXiv preprint arXiv:1511.08119 2, 2015
252015
Optimizing Over Radial Kernels on Compact Manifolds
S Jayasumana, R Hartley, M Salzmann, H Li, M Harandi
Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on, 2014
252014
Combining multiple manifold-valued descriptors for improved object recognition
S Jayasumana, R Hartley, M Salzmann, H Li, M Harandi
2013 International Conference on Digital Image Computing: Techniques and …, 2013
202013
Prototypical Priors: From Improving Classification to Zero-Shot Learning
S Jetley, B Romera-Paredes, S Jayasumana, P Torr
The British Machine Vision Conference (BMVC), 2015
142015
Kernels on Riemannian manifolds
S Jayasumana, R Hartley, M Salzmann
Riemannian Computing in Computer Vision, 45-67, 2016
42016
Improved server architecture for highly efficient message mediation
H Jayathilaka, P Fernando, P Fremantle, K Indrasiri, D Abeyruwan, ...
Proceedings of International Conference on Information Integration and Web …, 2013
22013
Bipartite Conditional Random Fields for Panoptic Segmentation
HR Sadeep Jayasumana, Kanchana Ranasinghe, Mayuka Jayawardhana, Sahan ...
arXiv preprint arXiv:1912.05307, 2019
2019
Supplementary Material: Higher Order Conditional Random Fields in Deep Neural Networks
A Arnab, S Jayasumana, S Zheng, PHS Torr
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