Xi Chen

29 papers A* 7Misc 1Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment.
ECCV (57)
Brian Gordon, Yonatan Bitton, Yonatan Shafir, Roopal Garg, Xi Chen, Dani Lischinski, Daniel Cohen-Or, Idan Szpektor
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
PaliGemma: A versatile 3B VLM for transfer.
CoRR
Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai
2023 J jnl
GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning.
CoRR
Mehran Kazemi, Hamidreza Alvari, Ankit Anand, Jialin Wu, Xi Chen, Radu Soricut
2023 A* conf
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization.
CVPR
Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut
2023 — conf
MaXM: Towards Multilingual Visual Question Answering.
EMNLP (Findings)
Soravit Changpinyo, Linting Xue, Michal Yarom, Ashish V. Thapliyal, Idan Szpektor, Julien Amelot, Xi Chen, Radu Soricut
2023 J jnl
Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment.
CoRR
Brian Gordon, Yonatan Bitton, Yonatan Shafir, Roopal Garg, Xi Chen, Dani Lischinski, Daniel Cohen-Or, Idan Szpektor
2023 J jnl
PaLI-3 Vision Language Models: Smaller, Faster, Stronger.
CoRR
Xi Chen, Xiao Wang, Lucas Beyer, Alexander Kolesnikov, Jialin Wu, Paul Voigtlaender, Basil Mustafa, Sebastian Goodman, Ibrahim Alabdulmohsin, Piotr Padlewski, Daniel Salz, Xi Xiong, Daniel Vlasic, Filip Pavetic, Keran Rong, Tianli Yu, Daniel Keysers, Xiaohua Zhai, Radu Soricut
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
PaLI: A Jointly-Scaled Multilingual Language-Image Model.
ICLR
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
2023 A* conf
PreSTU: Pre-Training for Scene-Text Understanding.
ICCV
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
2023 Misc conf
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.
CoRL
Brianna Zitkovich, Tianhe Yu, Sichun Xu, Peng Xu, Ted Xiao, Fei Xia, Jialin Wu, Paul Wohlhart, Stefan Welker, Ayzaan Wahid, Quan Vuong, Vincent Vanhoucke, Huong T. Tran, Radu Soricut, Anikait Singh, Jaspiar Singh, Pierre Sermanet, Pannag R. Sanketi, Grecia Salazar, Michael S. Ryoo, Krista Reymann, Kanishka Rao, Karl Pertsch, Igor Mordatch, Henryk Michalewski, Yao Lu, Sergey Levine, Lisa Lee, Tsang-Wei Edward Lee, Isabel Leal, Yuheng Kuang, Dmitry Kalashnikov, Ryan Julian, Nikhil J. Joshi, Alex Irpan, Brian Ichter, Jasmine Hsu, Alexander Herzog, Karol Hausman, Keerthana Gopalakrishnan, Chuyuan Fu, Pete Florence, Chelsea Finn, Kumar Avinava Dubey, Danny Driess, Tianli Ding, Krzysztof Marcin Choromanski, Xi Chen, Yevgen Chebotar, Justice Carbajal, Noah Brown, Anthony Brohan, Montserrat Gonzalez Arenas, Kehang Han
2023 J jnl
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.
CoRR
Anthony Brohan, Noah Brown, Justice Carbajal, Yevgen Chebotar, Xi Chen, Krzysztof Choromanski, Tianli Ding, Danny Driess, Avinava Dubey, Chelsea Finn, Pete Florence, Chuyuan Fu, Montse Gonzalez Arenas, Keerthana Gopalakrishnan, Kehang Han, Karol Hausman, Alexander Herzog, Jasmine Hsu, Brian Ichter, Alex Irpan, Nikhil J. Joshi, Ryan Julian, Dmitry Kalashnikov, Yuheng Kuang, Isabel Leal, Lisa Lee, Tsang-Wei Edward Lee, Sergey Levine, Yao Lu, Henryk Michalewski, Igor Mordatch, Karl Pertsch, Kanishka Rao, Krista Reymann, Michael S. Ryoo, Grecia Salazar, Pannag Sanketi, Pierre Sermanet, Jaspiar Singh, Anikait Singh, Radu Soricut, Huong T. Tran, Vincent Vanhoucke, Quan Vuong, Ayzaan Wahid, Stefan Welker, Paul Wohlhart, Jialin Wu, Fei Xia, Ted Xiao, Peng Xu, Sichun Xu, Tianhe Yu, Brianna Zitkovich
2022 — conf
All You May Need for VQA are Image Captions.
NAACL-HLT
Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut
2022 J jnl
All You May Need for VQA are Image Captions.
CoRR
Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut
2022 A* conf
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset.
EMNLP
Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut
2022 J jnl
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset.
CoRR
Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut
2022 J jnl
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization.
CoRR
Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut
2022 A* conf
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.
EMNLP
Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen
2022 J jnl
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.
CoRR
Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen
2022 — conf
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks.
ECCV (34)
Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut
2022 J jnl
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks.
CoRR
Nan Ding, Xi Chen, Tomer Levinboim, Beer Changpinyo, Radu Soricut
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
2022 J jnl
PreSTU: Pre-Training for Scene-Text Understanding.
CoRR
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
2022 J jnl
Towards Multi-Lingual Visual Question Answering.
CoRR
Soravit Changpinyo, Linting Xue, Idan Szpektor, Ashish V. Thapliyal, Julien Amelot, Xi Chen, Radu Soricut
2021 A* conf
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning.
NeurIPS
Nan Ding, Xi Chen, Tomer Levinboim, Sebastian Goodman, Radu Soricut
2021 J jnl
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning.
CoRR
Nan Ding, Xi Chen, Tomer Levinboim, Sebastian Goodman, Radu Soricut
2020 — conf
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance.
Eval4NLP
Xi Chen, Nan Ding, Tomer Levinboim, Radu Soricut
2020 J jnl
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance.
CoRR
Xi Chen, Nan Ding, Tomer Levinboim, Radu Soricut