Similarity Component Analysis. - Soravit Changpinyo; Kuan Liu; Fei Sha (NIPS, 2013)

Synthesized Classifiers for Zero-Shot Learning. - Soravit Changpinyo; Wei-Lun Chao; Boqing Gong; Fei Sha (CVPR, 2016)

An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild. - Wei-Lun Chao; Soravit Changpinyo; Boqing Gong; Fei Sha (ECCV (2), 2016)

Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning. - Soravit Changpinyo; Wei-Lun Chao; Fei Sha (ICCV, 2017)

The Power of Sparsity in Convolutional Neural Networks. - Soravit Changpinyo; Mark Sandler 002; Andrey Zhmoginov (CoRR, 2017)

Multi-Task Learning for Sequence Tagging: An Empirical Study. - Soravit Changpinyo; Hexiang Hu; Fei Sha (COLING, 2018)

Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. - Soravit Changpinyo; Bo Pang 001; Piyush Sharma; Radu Soricut (EMNLP/IJCNLP (1), 2019)

Connecting Vision and Language with Localized Narratives. - Jordi Pont-Tuset; Jasper R. R. Uijlings; Soravit Changpinyo; Radu Soricut; Vittorio Ferrari (ECCV (5), 2020)

Weakly Supervised Content Selection for Improved Image Captioning. - Khyathi Raghavi Chandu; Piyush Sharma; Soravit Changpinyo; Ashish V. Thapliyal; Radu Soricut (CoRR, 2020)

Classifier and Exemplar Synthesis for Zero-Shot Learning. - Soravit Changpinyo; Wei-Lun Chao; Boqing Gong; Fei Sha (Int. J. Comput. Vis., 2020)

A Game-theoretic Approach to Data Interaction. - Ben McCamish; Vahid Ghadakchi; Arash Termehchy; Behrouz Touri; Eduardo Cotilla Sanchez; Liang Huang 001; Soravit Changpinyo (ACM Trans. Database Syst., 2020)

Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts. - Soravit Changpinyo; Piyush Sharma; Nan Ding 002; Radu Soricut (CVPR, 2021)

CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization. - Arjun R. Akula; Soravit Changpinyo; Boqing Gong; Piyush Sharma; Song-Chun Zhu; Radu Soricut (EMNLP (1), 2021)

Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval. - Soravit Changpinyo; Jordi Pont-Tuset; Vittorio Ferrari; Radu Soricut (ICCV, 2021)

MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection. - Cheng Zhang 014; Tai-Yu Pan; Yandong Li; Hexiang Hu; Dong Xuan; Soravit Changpinyo; Boqing Gong; Wei-Lun Chao (ICCV, 2021)

Robust Visual Reasoning via Language Guided Neural Module Networks. - Arjun R. Akula; Varun Jampani; Soravit Changpinyo; Song-Chun Zhu (NeurIPS, 2021)

On Model Calibration for Long-Tailed Object Detection and Instance Segmentation. - Tai-Yu Pan; Cheng Zhang 014; Yandong Li; Hexiang Hu; Dong Xuan; Soravit Changpinyo; Boqing Gong; Wei-Lun Chao (NeurIPS, 2021)

Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval. - Soravit Changpinyo; Jordi Pont-Tuset; Vittorio Ferrari; Radu Soricut (CoRR, 2021)

A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection. - Cheng Zhang 014; Tai-Yu Pan; Yandong Li; Hexiang Hu; Dong Xuan; Soravit Changpinyo; Boqing Gong; Wei-Lun Chao (CoRR, 2021)

Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models. - Khyathi Raghavi Chandu; Piyush Sharma; Soravit Changpinyo; Ashish V. Thapliyal; Radu Soricut (COLING, 2022)

PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. - Nan Ding 002; Xi Chen 071; Tomer Levinboim; Soravit Changpinyo; Radu Soricut (ECCV (34), 2022)

All You May Need for VQA are Image Captions. - Soravit Changpinyo; Doron Kukliansky; Idan Szpektor; Xi Chen 071; Nan Ding 002; Radu Soricut (NAACL-HLT, 2022)

Towards Multi-Lingual Visual Question Answering. - Soravit Changpinyo; Linting Xue; Idan Szpektor; Ashish V. Thapliyal; Julien Amelot; Xi Chen 071; Radu Soricut (CoRR, 2022)

PaLI: A Jointly-Scaled Multilingual Language-Image Model. - Xi Chen 071; Xiao Wang 038; Soravit Changpinyo; A. J. Piergiovanni; Piotr Padlewski; Daniel Salz; Sebastian Goodman; Adam Grycner; Basil Mustafa; Lucas Beyer; Alexander Kolesnikov 003; Joan Puigcerver; et al. (CoRR, 2022)

2.5D visual relationship detection. - Yu-Chuan Su; Soravit Changpinyo; Xiangning Chen; Sathish Thoppay; Cho-Jui Hsieh; Lior Shapira; Radu Soricut; Hartwig Adam; Matthew Brown 001; Ming-Hsuan Yang 001; Boqing Gong (Comput. Vis. Image Underst., 2022)

MetaCLUE: Towards Comprehensive Visual Metaphors Research. - 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 (CVPR, 2023)

Connecting Vision and Language with Video Localized Narratives. - Paul Voigtlaender; Soravit Changpinyo; Jordi Pont-Tuset; Radu Soricut; Vittorio Ferrari (CVPR, 2023)

MaXM: Towards Multilingual Visual Question Answering. - Soravit Changpinyo; Linting Xue; Michal Yarom; Ashish V. Thapliyal; Idan Szpektor; Julien Amelot; Xi Chen 071; Radu Soricut (EMNLP (Findings), 2023)

Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? - Yang Chen; Hexiang Hu; Yi Luan; Haitian Sun; Soravit Changpinyo; Alan Ritter; Ming-Wei Chang (EMNLP, 2023)

PreSTU: Pre-Training for Scene-Text Understanding. - Jihyung Kil; Soravit Changpinyo; Xi Chen 071; Hexiang Hu; Sebastian Goodman; Wei-Lun Chao; Radu Soricut (ICCV, 2023)

PaLI: A Jointly-Scaled Multilingual Language-Image Model. - Xi Chen 071; Xiao Wang 038; Soravit Changpinyo; A. J. Piergiovanni; Piotr Padlewski; Daniel Salz; Sebastian Goodman; Adam Grycner; Basil Mustafa; Lucas Beyer; Alexander Kolesnikov 003; Joan Puigcerver; et al. (ICLR, 2023)

What You See is What You Read? Improving Text-Image Alignment Evaluation. - Michal Yarom; Yonatan Bitton; Soravit Changpinyo; Roee Aharoni; Jonathan Herzig; Oran Lang; Eran Ofek; Idan Szpektor (NeurIPS, 2023)

PaLI-X: On Scaling up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CoRR, 2023)

On Scaling Up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CVPR, 2024)