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Mojtaba Seyedhosseini
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Coca: Contrastive captioners are image-text foundation models
J Yu, Z Wang, V Vasudevan, L Yeung, M Seyedhosseini, Y Wu
arXiv preprint arXiv:2205.01917, 2022
8412022
Pali: A jointly-scaled multilingual language-image model
X Chen, X Wang, S Changpinyo, AJ Piergiovanni, P Padlewski, D Salz, ...
arXiv preprint arXiv:2209.06794, 2022
3752022
Crowdsourcing the creation of image segmentation algorithms for connectomics
I Arganda-Carreras, SC Turaga, DR Berger, D Cireşan, A Giusti, ...
Frontiers in neuroanatomy 9, 152591, 2015
3532015
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
3482023
Image segmentation with cascaded hierarchical models and logistic disjunctive normal networks
M Seyedhosseini, M Sajjadi, T Tasdizen
Proceedings of the IEEE international conference on computer vision, 2168-2175, 2013
1182013
A workflow for the automatic segmentation of organelles in electron microscopy image stacks
AJ Perez, M Seyedhosseini, TJ Deerinck, EA Bushong, S Panda, ...
Frontiers in neuroanatomy 8, 126, 2014
782014
A modular hierarchical approach to 3D electron microscopy image segmentation
T Liu, C Jones, M Seyedhosseini, T Tasdizen
Journal of neuroscience methods 226, 88-102, 2014
772014
Pali-x: On scaling up a multilingual vision and language model
X Chen, J Djolonga, P Padlewski, B Mustafa, S Changpinyo, J Wu, ...
arXiv preprint arXiv:2305.18565, 2023
732023
Semantic image segmentation with contextual hierarchical models
M Seyedhosseini, T Tasdizen
IEEE transactions on pattern analysis and machine intelligence 38 (5), 951-964, 2015
652015
Image segmentation using hierarchical merge tree
T Liu, M Seyedhosseini, T Tasdizen
IEEE transactions on image processing 25 (10), 4596-4607, 2016
582016
Watershed merge tree classification for electron microscopy image segmentation
T Liu, E Jurrus, M Seyedhosseini, M Ellisman, T Tasdizen
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
562012
Detection of neuron membranes in electron microscopy images using multi-scale context and radon-like features
M Seyedhosseini, R Kumar, E Jurrus, R Giuly, M Ellisman, H Pfister, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
422011
Multi-class multi-scale series contextual model for image segmentation
M Seyedhosseini, T Tasdizen
IEEE transactions on image processing 22 (11), 4486-4496, 2013
412013
Segmentation of mitochondria in electron microscopy images using algebraic curves
M Seyedhosseini, MH Ellisman, T Tasdizen
2013 IEEE 10th International Symposium on Biomedical Imaging, 860-863, 2013
332013
Disjunctive normal random forests
M Seyedhosseini, T Tasdizen
Pattern Recognition 48 (3), 976-983, 2015
322015
Fast adaboost training using weighted novelty selection
M Seyedhosseini, ARC Paiva, T Tasdizen
The 2011 International Joint Conference on Neural Networks, 1245-1250, 2011
272011
Coca: Contrastive captioners are image-text foundation models, 2022
J Yu, Z Wang, V Vasudevan, L Yeung, M Seyedhosseini, Y Wu
URL https://arxiv. org/abs/2205.01917, 2022
202022
Watershed merge forest classification for electron microscopy image stack segmentation
T Liu, M Seyedhosseini, M Ellisman, T Tasdizen
2013 IEEE International Conference on Image Processing, 4069-4073, 2013
182013
Hybrid patch-based and image-wide classification of confocal laser endomicroscopy images in Barrett's esophagus surveillance
E Veronese, E Grisan, G Diamantis, G Battaglia, C Crosta, C Trovato
2013 IEEE 10th international symposium on biomedical imaging, 362-365, 2013
18*2013
Systems and methods for image classification
T Tasdizen, M Seyedhosseini
US Patent App. 15/017,257, 2017
152017
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