MS
Mojtaba Seyedhosseini
cs.CVcs.CLcs.AIcs.LGelectron microscopyrandom forest3D electron microscopyalgebraic curvesAlgorithmsArtificial Intelligence
On Valency
published · living versionsW_vu5dc8qp·v1 · currentpublished
EmbeddingGemma 2: Unified and Efficient Multimodal Representations
with Henrique Schechter Vera, Sahil Dua, Jovan Andonov, Sara Smoot +68
1 version
Preprints & journals
26 papers in the corpus · 2011–2026CoCo-IR: Contextual Composed Image Retrieval2608.05149v1 · Shengcao Cao, Tanmaya Shekhar Dabral, Zhongli Ding et al.2026 · 0 citationsarXiv
Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini2605.27295v1 · Madhuri Shanbhogue, Zhe Li, Shanfeng Zhang et al.2026 · 0 citationsarXiv
TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment2604.12012v1 · Bingyi Cao, Koert Chen, Kevis-Kokitsi Maninis et al.2026 · 0 citationsarXiv
EmbeddingGemma: Powerful and Lightweight Text Representations2509.20354v3 · Henrique Schechter Vera, Sahil Dua, Biao Zhang et al.2025 · 4 citationsarXiv
Gemini Embedding: Generalizable Embeddings from Gemini2503.07891v1 · Jinhyuk Lee, Feiyang Chen, Sahil Dua et al.2025 · 5 citationsarXiv
TIPS: Text-Image Pretraining with Spatial awareness2410.16512v2 · Kevis-Kokitsi Maninis, Kaifeng Chen, Soham Ghosh et al.2024 · 1 citationarXiv
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 988 citationsarXiv
Improve Supervised Representation Learning with Masked Image Modeling2312.00950v1 · Kaifeng Chen, Daniel Salz, Huiwen Chang et al.2023 · 3 citationsarXiv
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations2309.01858v1 · Nikolaos-Antonios Ypsilantis, Kaifeng Chen, Bingyi Cao et al.2023 · 12 citationsarXiv
PaLI-X: On Scaling up a Multilingual Vision and Language Model2305.18565v1 · Xi Chen, Josip Djolonga, Piotr Padlewski et al.2023 · 42 citationsarXiv
PaLI: A Jointly-Scaled Multilingual Language-Image Model2209.06794v4 · Xi Chen, Xiao Wang, Soravit Changpinyo et al.2022 · 235 citationsarXiv
CoCa: Contrastive Captioners are Image-Text Foundation Models2205.01917v2 · Jiahui Yu, Zirui Wang, Vijay Vasudevan et al.2022 · 576 citationsarXiv
Image Segmentation Using Hierarchical Merge Tree.27448353 · Ting Liu, Seyedhosseini, Mojtaba, Tasdizen, Tolga2019 · 51 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2016;25(10):4596-4607
Crowdsourcing the creation of image segmentation algorithms for connectomics.26594156 · Arganda-Carreras, Ignacio, Turaga, Srinivas C, Berger, Daniel R et al.2015 · 341 citationsFrontiers in neuroanatomy. 2015;9:142
Semantic Image Segmentation with Contextual Hierarchical Models.26336116 · Seyedhosseini, Mojtaba, Tasdizen, Tolga2016 · 54 citationsIEEE transactions on pattern analysis and machine intelligence. 2016;38(5):951-64
Disjunctive Normal Networks1412.8534v1 · Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen2014 · 4 citationsarXiv
Informative features of local field potential signals in primary visual cortex during natural image stimulation.25505104 · Seyedhosseini, Mojtaba, Shushruth, S, Davis, Tyler et al.2015 · 3 citationsJournal of neurophysiology. 2015;113(5):1520-32
A workflow for the automatic segmentation of organelles in electron microscopy image stacks.25426032 · Perez, Alex J, Seyedhosseini, Mojtaba, Deerinck, Thomas J et al.2014 · 76 citationsFrontiers in neuroanatomy. 2014;8:126
Scene Labeling with Contextual Hierarchical Models1402.0595v1 · Mojtaba Seyedhosseini, Tolga Tasdizen2014 · 6 citationsarXiv
A modular hierarchical approach to 3D electron microscopy image segmentation.24491638 · Liu, Ting, Jones, Cory, Seyedhosseini, Mojtaba et al.2014 · 66 citationsJournal of neuroscience methods. 2014;226:88-102
Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks.25419193 · Seyedhosseini, Mojtaba, Sajjadi, Mehdi, Tasdizen, Tolga2022 · 96 citationsProceedings. IEEE International Conference on Computer Vision. 2013;2013:2168-2175
WATERSHED MERGE FOREST CLASSIFICATION FOR ELECTRON MICROSCOPY IMAGE STACK SEGMENTATION.25484631 · Liu, Ting, Seyedhosseini, Mojtaba, Ellisman, Mark et al.2020 · 14 citationsProceedings. IEEE International Conference on Computer Vision. 2013;2013:4069-4073
Multi-class multi-scale series contextual model for image segmentation.23893724 · Seyedhosseini, Mojtaba, Tasdizen, Tolga2014 · 36 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2013;22(11):4486-96
SEGMENTATION OF MITOCHONDRIA IN ELECTRON MICROSCOPY IMAGES USING ALGEBRAIC CURVES.25132915 · Seyedhosseini, Mojtaba, Ellisman, Mark H, Tasdizen, Tolga2021 · 22 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2013;2013:860-863
Watershed Merge Tree Classification for Electron Microscopy Image Segmentation.25485310 · Liu, Ting, Jurrus, Elizabeth, Seyedhosseini, Mojtaba et al.2020 · 43 citationsProceedings of the ... IAPR International Conference on Pattern Recognition. International Conference on Pattern Recognition. 2012;2012:133-137
Detection of neuron membranes in electron microscopy images using multi-scale context and radon-like features.22003676 · Seyedhosseini, Mojtaba, Kumar, Ritwik, Jurrus, Elizabeth et al.2011 · 33 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2011;14(Pt 1):670-7
Career total: 36 works. 26 are in this corpus.
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