Soravit Changpinyo

50 papers A* 14B 2Journal 26Unranked 8
YearRankTypeTitle / Venue / Authors
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
2023 A* conf
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
EMNLP
Yang Chen, Hexiang Hu, Yi Luan, Haitian Sun, Soravit Changpinyo, Alan Ritter, Ming-Wei Chang
2023 J jnl
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
CoRR
Yang Chen, Hexiang Hu, Yi Luan, Haitian Sun, Soravit Changpinyo, Alan Ritter, Ming-Wei Chang
2023 A* conf
Connecting Vision and Language with Video Localized Narratives.
CVPR
Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari
2023 J jnl
Connecting Vision and Language with Video Localized Narratives.
CoRR
Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari
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 A* conf
MetaCLUE: Towards Comprehensive Visual Metaphors Research.
CVPR
Arjun R. Akula, Brendan Driscoll, Pradyumna Narayana, Soravit Changpinyo, Zhiwei Jia, Suyash Damle, Garima Pruthi, Sugato Basu, Leonidas J. Guibas, William T. Freeman, Yuanzhen Li, Varun Jampani
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 A* conf
What You See is What You Read? Improving Text-Image Alignment Evaluation.
NeurIPS
Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor
2023 J jnl
What You See is What You Read? Improving Text-Image Alignment Evaluation.
CoRR
Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor
2022 J jnl
2.5D visual relationship detection.
Comput. Vis. Image Underst.
Yu-Chuan Su, Soravit Changpinyo, Xiangning Chen, Sathish Thoppay, Cho-Jui Hsieh, Lior Shapira, Radu Soricut, Hartwig Adam, Matthew Brown, Ming-Hsuan Yang, Boqing Gong
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 B conf
Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models.
COLING
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut
2022 J jnl
MetaCLUE: Towards Comprehensive Visual Metaphors Research.
CoRR
Arjun R. Akula, Brendan Driscoll, Pradyumna Narayana, Soravit Changpinyo, Zhiwei Jia, Suyash Damle, Garima Pruthi, Sugato Basu, Leonidas J. Guibas, William T. Freeman, Yuanzhen Li, Varun Jampani
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
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 J jnl
2.5D Visual Relationship Detection.
CoRR
Yu-Chuan Su, Soravit Changpinyo, Xiangning Chen, Sathish Thoppay, Cho-Jui Hsieh, Lior Shapira, Radu Soricut, Hartwig Adam, Matthew Brown, Ming-Hsuan Yang, Boqing Gong
2021 J jnl
A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection.
CoRR
Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
2021 A* conf
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts.
CVPR
Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut
2021 J jnl
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts.
CoRR
Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut
2021 — conf
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization.
EMNLP (1)
Arjun R. Akula, Soravit Changpinyo, Boqing Gong, Piyush Sharma, Song-Chun Zhu, Radu Soricut
2021 A* conf
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection.
ICCV
Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
2021 A* conf
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation.
NeurIPS
Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
2021 J jnl
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation.
CoRR
Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
2021 A* conf
Robust Visual Reasoning via Language Guided Neural Module Networks.
NeurIPS
Arjun R. Akula, Varun Jampani, Soravit Changpinyo, Song-Chun Zhu
2021 J jnl
Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval.
CoRR
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut
2021 A* conf
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval.
ICCV
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut
2020 J jnl
A Game-theoretic Approach to Data Interaction.
ACM Trans. Database Syst.
Ben McCamish, Vahid Ghadakchi, Arash Termehchy, Behrouz Touri, Eduardo Cotilla Sanchez, Liang Huang, Soravit Changpinyo
2020 J jnl
Classifier and Exemplar Synthesis for Zero-Shot Learning.
Int. J. Comput. Vis.
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
2020 — conf
Connecting Vision and Language with Localized Narratives.
ECCV (5)
Jordi Pont-Tuset, Jasper R. R. Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari
2020 J jnl
Weakly Supervised Content Selection for Improved Image Captioning.
CoRR
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut
2019 J jnl
Connecting Vision and Language with Localized Narratives.
CoRR
Jordi Pont-Tuset, Jasper R. R. Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari
2019 — conf
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering.
EMNLP/IJCNLP (1)
Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut
2019 J jnl
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering.
CoRR
Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut
2018 J jnl
Classifier and Exemplar Synthesis for Zero-Shot Learning.
CoRR
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
2018 B conf
Multi-Task Learning for Sequence Tagging: An Empirical Study.
COLING
Soravit Changpinyo, Hexiang Hu, Fei Sha
2018 J jnl
Multi-Task Learning for Sequence Tagging: An Empirical Study.
CoRR
Soravit Changpinyo, Hexiang Hu, Fei Sha
2017 A* conf
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning.
ICCV
Soravit Changpinyo, Wei-Lun Chao, Fei Sha
2017 J jnl
The Power of Sparsity in Convolutional Neural Networks.
CoRR
Soravit Changpinyo, Mark Sandler, Andrey Zhmoginov
2016 — conf
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild.
ECCV (2)
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha
2016 J jnl
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild.
CoRR
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha
2016 J jnl
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning.
CoRR
Soravit Changpinyo, Wei-Lun Chao, Fei Sha
2016 A* conf
Synthesized Classifiers for Zero-Shot Learning.
CVPR
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
2016 J jnl
Synthesized Classifiers for Zero-Shot Learning.
CoRR
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
2013 — conf
Similarity Component Analysis.
NIPS
Soravit Changpinyo, Kuan Liu, Fei Sha