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Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?

Y. Chen, H. Hu, Y. Luan, H. Sun, S. Changpinyo, A. Ritter, и M. Chang. EMNLP, стр. 14948-14968. Association for Computational Linguistics, (2023)

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Connecting Vision and Language with Localized Narratives.J. Pont-Tuset, J. Uijlings, S. Changpinyo, R. Soricut, и V. Ferrari. ECCV (5), том 12350 из Lecture Notes in Computer Science, стр. 647-664. Springer, (2020)MetaCLUE: Towards Comprehensive Visual Metaphors Research.A. Akula, B. Driscoll, P. Narayana, S. Changpinyo, Z. Jia, S. Damle, G. Pruthi, S. Basu, L. Guibas, W. Freeman и 2 other автор(ы). CoRR, (2022)A Game-theoretic Approach to Data Interaction.B. McCamish, V. Ghadakchi, A. Termehchy, B. Touri, E. Sanchez, L. Huang, и S. Changpinyo. ACM Trans. Database Syst., 45 (1): 1:1-1:44 (2020)Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts.S. Changpinyo, P. Sharma, N. Ding, и R. Soricut. CVPR, стр. 3558-3568. Computer Vision Foundation / IEEE, (2021)CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization.A. Akula, S. Changpinyo, B. Gong, P. Sharma, S. Zhu, и R. Soricut. EMNLP (1), стр. 2148-2166. Association for Computational Linguistics, (2021)PaLI: A Jointly-Scaled Multilingual Language-Image Model.X. Chen, X. Wang, S. Changpinyo, A. Piergiovanni, P. Padlewski, D. Salz, S. Goodman, A. Grycner, B. Mustafa, L. Beyer и 10 other автор(ы). ICLR, OpenReview.net, (2023)What You See is What You Read? Improving Text-Image Alignment Evaluation.M. Yarom, Y. Bitton, S. Changpinyo, R. Aharoni, J. Herzig, O. Lang, E. Ofek, и I. Szpektor. CoRR, (2023)Towards Multi-Lingual Visual Question Answering.S. Changpinyo, L. Xue, I. Szpektor, A. Thapliyal, J. Amelot, X. Chen, и R. Soricut. CoRR, (2022)Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval.S. Changpinyo, J. Pont-Tuset, V. Ferrari, и R. Soricut. CoRR, (2021)Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval.S. Changpinyo, J. Pont-Tuset, V. Ferrari, и R. Soricut. ICCV, стр. 12116-12126. IEEE, (2021)

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