Mojtaba Seyedhosseini

29 papers A* 4B 4Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
EmbeddingGemma: Powerful and Lightweight Text Representations.
CoRR
Henrique Schechter Vera, Sahil Dua, Biao Zhang, Daniel Salz, Ryan Mullins, Sindhu Raghuram Panyam, Sara Smoot, Iftekhar Naim, Joe Zou, Feiyang Chen, Daniel Cer, Alice Lisak, Min Choi, Lucas Gonzalez, Omar Sanseviero, Glenn Cameron, Ian Ballantyne, Kat Black, Kaifeng Chen, Weiyi Wang, Zhe Li, Gus Martins, Jinhyuk Lee, Mark Sherwood, Ju-yeong Ji, Renjie Wu, Jingxiao Zheng, Jyotinder Singh, Abheesht Sharma, Divyashree Sreepathihalli, Aashi Jain, Adham Elarabawy, AJ Co, Andreas Doumanoglou, Babak Samari, Ben Hora, Brian Potetz, Dahun Kim, Enrique Alfonseca, Fedor Moiseev, Feng Han, Frank Palma Gomez, Gustavo Hernández Ábrego, Hesen Zhang, Hui Hui, Jay Han, Karan Gill, Ke Chen, Koert Chen, Madhuri Shanbhogue, Michael Boratko, Paul Suganthan, Sai Meher Karthik Duddu, Sandeep Mariserla, Setareh Ariafar, Shanfeng Zhang, Shijie Zhang, Simon Baumgartner, Sonam Goenka, Steve Qiu, Tanmaya Dabral, Trevor Walker, Vikram Rao, Waleed Khawaja, Wenlei Zhou, Xiaoqi Ren, Ye Xia, Yichang Chen, Yi-Ting Chen, Zhe Dong, Zhongli Ding, Francesco Visin, Gaël Liu, Jiageng Zhang, Kathleen Kenealy, Michelle Casbon, Ravin Kumar, Thomas Mesnard, Zach Gleicher, Cormac Brick, Olivier Lacombe, Adam Roberts, Qin Yin, Yun-Hsuan Sung, Raphael Hoffmann, Tris Warkentin, Armand Joulin, Tom Duerig, Mojtaba Seyedhosseini
2025 J jnl
Gemini Embedding: Generalizable Embeddings from Gemini.
CoRR
Jinhyuk Lee, Feiyang Chen, Sahil Dua, Daniel Cer, Madhuri Shanbhogue, Iftekhar Naim, Gustavo Hernández Ábrego, Zhe Li, Kaifeng Chen, Henrique Schechter Vera, Xiaoqi Ren, Shanfeng Zhang, Daniel Salz, Michael Boratko, Jay Han, Blair Chen, Shuo Huang, Vikram Rao, Paul Suganthan, Feng Han, Andreas Doumanoglou, Nithi Gupta, Fedor Moiseev, Cathy Yip, Aashi Jain, Simon Baumgartner, Shahrokh Shahi, Frank Palma Gomez, Sandeep Mariserla, Min Choi, Parashar Shah, Sonam Goenka, Ke Chen, Ye Xia, Koert Chen, Sai Meher Karthik Duddu, Yichang Chen, Trevor Walker, Wenlei Zhou, Rakesh Ghiya, Zach Gleicher, Karan Gill, Zhe Dong, Mojtaba Seyedhosseini, Yun-Hsuan Sung, Raphael Hoffmann, Tom Duerig
2025 A* conf
TIPS: Text-Image Pretraining with Spatial awareness.
ICLR
Kevis-Kokitsi Maninis, Kaifeng Chen, Soham Ghosh, Arjun Karpur, Koert Chen, Ye Xia, Bingyi Cao, Daniel Salz, Guangxing Han, Jan Dlabal, Dan Gnanapragasam, Mojtaba Seyedhosseini, Howard Zhou, André Araújo
2024 A* conf
On Scaling Up a Multilingual Vision and Language Model.
CVPR
Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, A. J. Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut
2024 J jnl
TIPS: Text-Image Pretraining with Spatial Awareness.
CoRR
Kevis-Kokitsi Maninis, Kaifeng Chen, Soham Ghosh, Arjun Karpur, Koert Chen, Ye Xia, Bingyi Cao, Daniel Salz, Guangxing Han, Jan Dlabal, Dan Gnanapragasam, Mojtaba Seyedhosseini, Howard Zhou, André Araújo
2023 J jnl
Improve Supervised Representation Learning with Masked Image Modeling.
CoRR
Kaifeng Chen, Daniel Salz, Huiwen Chang, Kihyuk Sohn, Dilip Krishnan, Mojtaba Seyedhosseini
2023 J jnl
PaLI-X: On Scaling up a Multilingual Vision and Language Model.
CoRR
Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, A. J. Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut
2023 A* conf
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations.
ICCV
Nikolaos-Antonios Ypsilantis, Kaifeng Chen, Bingyi Cao, Mário Lipovský, Pelin Dogan-Schönberger, Grzegorz Makosa, Boris Bluntschli, Mojtaba Seyedhosseini, Ondrej Chum, André Araújo
2023 J jnl
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations.
CoRR
Nikolaos-Antonios Ypsilantis, Kaifeng Chen, Bingyi Cao, Mário Lipovský, Pelin Dogan-Schönberger, Grzegorz Makosa, Boris Bluntschli, Mojtaba Seyedhosseini, Ondrej Chum, André Araújo
2022 J jnl
CoCa: Contrastive Captioners are Image-Text Foundation Models.
CoRR
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
2022 J jnl
CoCa: Contrastive Captioners are Image-Text Foundation Models.
Trans. Mach. Learn. Res.
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
2022 J jnl
PaLI: A Jointly-Scaled Multilingual Language-Image Model.
CoRR
Xi Chen, Xiao Wang, Soravit Changpinyo, A. J. Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish V. Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut
2016 J jnl
Disjunctive normal networks.
Neurocomputing
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
2016 J jnl
Image Segmentation Using Hierarchical Merge Tree.
IEEE Trans. Image Process.
Ting Liu, Mojtaba Seyedhosseini, Tolga Tasdizen
2016 J jnl
Semantic Image Segmentation with Contextual Hierarchical Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Mojtaba Seyedhosseini, Tolga Tasdizen
2015 J jnl
Disjunctive normal random forests.
Pattern Recognit.
Mojtaba Seyedhosseini, Tolga Tasdizen
2015 J jnl
Image Segmentation Using Hierarchical Merge Tree.
CoRR
Ting Liu, Mojtaba Seyedhosseini, Tolga Tasdizen
2015 J jnl
Nonlinear Regression with Logistic Product Basis Networks.
IEEE Signal Process. Lett.
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
2014 J jnl
Disjunctive Normal Networks.
CoRR
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
2014 J jnl
Scene Labeling with Contextual Hierarchical Models.
CoRR
Mojtaba Seyedhosseini, Tolga Tasdizen
2013 A* conf
Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks.
ICCV
Mojtaba Seyedhosseini, Mehdi Sajjadi, Tolga Tasdizen
2013 J jnl
Multi-Class Multi-Scale Series Contextual Model for Image Segmentation.
IEEE Trans. Image Process.
Mojtaba Seyedhosseini, Tolga Tasdizen
2013 — conf
Neuron segmentation in electron microscopy images using partial differential equations.
ISBI
Cory Jay Jones, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
2013 — conf
Segmentation of mitochondria in electron microscopy images using algebraic curves.
ISBI
Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
2013 B conf
Watershed merge forest classification for electron microscopy image stack segmentation.
ICIP
Ting Liu, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
2012 B conf
Watershed merge tree classification for electron microscopy image segmentation.
ICPR
Ting Liu, Elizabeth Jurrus, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
2011 — conf
Detection of Neuron Membranes in Electron Microscopy Images Using Multi-scale Context and Radon-Like Features.
MICCAI (1)
Mojtaba Seyedhosseini, Ritwik Kumar, Elizabeth Jurrus, Rick Giuly, Mark H. Ellisman, Hanspeter Pfister, Tolga Tasdizen
2011 B conf
Fast AdaBoost training using weighted novelty selection.
IJCNN
Mojtaba Seyedhosseini, António R. C. Paiva, Tolga Tasdizen
2010 B conf
Image Parsing with a Three-State Series Neural Network Classifier.
ICPR
Mojtaba Seyedhosseini, António R. C. Paiva, Tolga Tasdizen