Soravit Changpinyo

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 48

Top Topics

Image Retrieval

Object Detection

Convolutional Neural Networks

Top Venues

Publications

Yang Chen, Hexiang Hu, Yi Luan, Haitian Sun, Soravit Changpinyo, Alan Ritter, Ming-Wei Chang
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? EMNLP (2023)
Soravit Changpinyo, Linting Xue, Michal Yarom, Ashish V. Thapliyal, Idan Szpektor, Julien Amelot, Xi Chen, Radu Soricut
MaXM: Towards Multilingual Visual Question Answering. EMNLP (Findings) (2023)
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
PreSTU: Pre-Training for Scene-Text Understanding. ICCV (2023)
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
PaLI: A Jointly-Scaled Multilingual Language-Image Model. ICLR (2023)
Yang Chen, Hexiang Hu, Yi Luan, Haitian Sun, Soravit Changpinyo, Alan Ritter, Ming-Wei Chang
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? CoRR (2023)
Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor
What You See is What You Read? Improving Text-Image Alignment Evaluation. CoRR (2023)
Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari
Connecting Vision and Language with Video Localized Narratives. CoRR (2023)
Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari
Connecting Vision and Language with Video Localized Narratives. CVPR (2023)
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
MetaCLUE: Towards Comprehensive Visual Metaphors Research. CVPR (2023)
Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor
What You See is What You Read? Improving Text-Image Alignment Evaluation. NeurIPS (2023)
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
PaLI-X: On Scaling up a Multilingual Vision and Language Model. CoRR (2023)
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
PreSTU: Pre-Training for Scene-Text Understanding. CoRR (2022)
Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut
All You May Need for VQA are Image Captions. CoRR (2022)
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
MetaCLUE: Towards Comprehensive Visual Metaphors Research. CoRR (2022)
Soravit Changpinyo, Doron Kukliansy, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut
All You May Need for VQA are Image Captions. NAACL-HLT (2022)
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 Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut
PaLI: A Jointly-Scaled Multilingual Language-Image Model. CoRR (2022)
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut
Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models. COLING (2022)
Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. ECCV (34) (2022)
Soravit Changpinyo, Linting Xue, Idan Szpektor, Ashish V. Thapliyal, Julien Amelot, Xi Chen, Radu Soricut
Towards Multi-Lingual Visual Question Answering. CoRR (2022)
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
2.5D visual relationship detection. Comput. Vis. Image Underst. 224 (2022)
Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts. CoRR (2021)
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval. ICCV (2021)
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
2.5D Visual Relationship Detection. CoRR (2021)
Arjun R. Akula, Varun Jampani, Soravit Changpinyo, Song-Chun Zhu
Robust Visual Reasoning via Language Guided Neural Module Networks. NeurIPS (2021)
Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection. ICCV (2021)
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut
Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval. CoRR (2021)
Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation. CoRR (2021)
Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection. CoRR (2021)
Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation. NeurIPS (2021)
Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts. CVPR (2021)
Arjun R. Akula, Soravit Changpinyo, Boqing Gong, Piyush Sharma, Song-Chun Zhu, Radu Soricut
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization. EMNLP (1) (2021)
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut
Weakly Supervised Content Selection for Improved Image Captioning. CoRR (2020)
Ben McCamish, Vahid Ghadakchi, Arash Termehchy, Behrouz Touri, Eduardo Cotilla Sanchez, Liang Huang, Soravit Changpinyo
A Game-theoretic Approach to Data Interaction. ACM Trans. Database Syst. 45 (1) (2020)
Jordi Pont-Tuset, Jasper R. R. Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari
Connecting Vision and Language with Localized Narratives. ECCV (5) (2020)
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
Classifier and Exemplar Synthesis for Zero-Shot Learning. Int. J. Comput. Vis. 128 (1) (2020)
Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. CoRR (2019)
Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. EMNLP/IJCNLP (1) (2019)
Jordi Pont-Tuset, Jasper R. R. Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari
Connecting Vision and Language with Localized Narratives. CoRR (2019)
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
Classifier and Exemplar Synthesis for Zero-Shot Learning. CoRR (2018)
Soravit Changpinyo, Hexiang Hu, Fei Sha
Multi-Task Learning for Sequence Tagging: An Empirical Study. CoRR (2018)
Soravit Changpinyo, Hexiang Hu, Fei Sha
Multi-Task Learning for Sequence Tagging: An Empirical Study. COLING (2018)
Soravit Changpinyo, Wei-Lun Chao, Fei Sha
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning. ICCV (2017)
Soravit Changpinyo, Mark Sandler, Andrey Zhmoginov
The Power of Sparsity in Convolutional Neural Networks. CoRR (2017)
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild. CoRR (2016)
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
Synthesized Classifiers for Zero-Shot Learning. CVPR (2016)
Soravit Changpinyo, Wei-Lun Chao, Fei Sha
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning. CoRR (2016)
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha
Synthesized Classifiers for Zero-Shot Learning. CoRR (2016)
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild. ECCV (2) (2016)
Soravit Changpinyo, Kuan Liu, Fei Sha
Similarity Component Analysis. NIPS (2013)