Viren Jain
Viren Jain
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TitleCited byYear
Connectomic reconstruction of the inner plexiform layer in the mouse retina
M Helmstaedter, KL Briggman, SC Turaga, V Jain, HS Seung, W Denk
Nature 500 (7461), 168-174, 2013
6582013
Natural image denoising with convolutional networks
V Jain, S Seung
Advances in neural information processing systems, 769-776, 2009
5582009
Convolutional networks can learn to generate affinity graphs for image segmentation
SC Turaga, JF Murray, V Jain, F Roth, M Helmstaedter, K Briggman, ...
Neural computation 22 (2), 511-538, 2010
3102010
A smorgasbord of features for statistical machine translation
FJ Och, D Gildea, S Khudanpur, A Sarkar, K Yamada, A Fraser, S Kumar, ...
Proceedings of the Human Language Technology Conference of the North …, 2004
2962004
Supervised learning of image restoration with convolutional networks
V Jain, JF Murray, F Roth, S Turaga, V Zhigulin, KL Briggman, ...
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
2152007
Machines that learn to segment images: a crucial technology for connectomics
V Jain, HS Seung, SC Turaga
Current opinion in neurobiology 20 (5), 653-666, 2010
1522010
Boundary learning by optimization with topological constraints
V Jain, B Bollmann, M Richardson, DR Berger, MN Helmstaedter, ...
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
1472010
High-precision automated reconstruction of neurons with flood-filling networks
M Januszewski, J Kornfeld, PH Li, A Pope, T Blakely, L Lindsey, ...
Nature methods 15 (8), 605-610, 2018
1092018
Learning to agglomerate superpixel hierarchies
V Jain, SC Turaga, K Briggman, MN Helmstaedter, W Denk, HS Seung
Advances in Neural Information Processing Systems, 648-656, 2011
712011
Exploratory analysis and visualization of speech and music by locally linear embedding
V Jain, LK Saul
2004 IEEE International Conference on Acoustics, Speech, and Signal …, 2004
682004
Syntax for statistical machine translation
FJ Och, D Gildea, S Khudanpur, A Sarkar, K Yamada, A Fraser, S Kumar, ...
Johns Hopkins University 2003 Summer Workshop on Language Engineering …, 2003
662003
Superhuman accuracy on the SNEMI3D connectomics challenge
K Lee, J Zung, P Li, V Jain, HS Seung
arXiv preprint arXiv:1706.00120, 2017
552017
Deep and wide multiscale recursive networks for robust image labeling
GB Huang, V Jain
arXiv preprint arXiv:1310.0354, 2013
422013
Method and apparatus for image processing
HS Seung, JF Murray, V Jain, SC Turaga, M Helmstaedter, W Denk
US Patent 9,799,098, 2017
342017
Combinatorial energy learning for image segmentation
JB Maitin-Shepard, V Jain, M Januszewski, P Li, P Abbeel
Advances in Neural Information Processing Systems, 1966-1974, 2016
192016
Learned versus hand-designed feature representations for 3d agglomeration
JA Bogovic, GB Huang, V Jain
arXiv preprint arXiv:1312.6159, 2013
172013
Image and data segmentation
HS Seung, SC Turaga, V Jain
US Patent 8,885,926, 2014
142014
Solving large multicut problems for connectomics via domain decomposition
C Pape, T Beier, P Li, V Jain, DD Bock, A Kreshuk
Proceedings of the IEEE International Conference on Computer Vision …, 2017
112017
Morphological error detection in 3d segmentations
D Rolnick, Y Meirovitch, T Parag, H Pfister, V Jain, JW Lichtman, ...
arXiv preprint arXiv:1705.10882, 2017
102017
Automated reconstruction of a serial-section EM Drosophila brain with flood-filling networks and local realignment
PH Li, LF Lindsey, M Januszewski, M Tyka, J Maitin-Shepard, T Blakely, ...
Microscopy and Microanalysis 25 (S2), 1364-1365, 2019
92019
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