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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, A. Kolesnikov, J. Puigcerver, N. Ding, K. Rong, H. Akbari, G. Mishra, L. Xue, A. Thapliyal, J. Bradbury, W. Kuo, M. Seyedhosseini, C. Jia, B. Ayan, C. Riquelme, A. Steiner, A. Angelova, X. Zhai, N. Houlsby, и R. Soricut. CoRR, (2022)

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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)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)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 to the Where: Multimodal Queries for Image Retrieval.S. Changpinyo, J. Pont-Tuset, V. Ferrari, и R. Soricut. ICCV, стр. 12116-12126. IEEE, (2021)PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks.N. Ding, X. Chen, T. Levinboim, S. Changpinyo, и R. Soricut. ECCV (34), том 13694 из Lecture Notes in Computer Science, стр. 252-268. Springer, (2022)An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild.W. Chao, S. Changpinyo, B. Gong, и F. Sha. ECCV (2), том 9906 из Lecture Notes in Computer Science, стр. 52-68. Springer, (2016)Robust Visual Reasoning via Language Guided Neural Module Networks.A. Akula, V. Jampani, S. Changpinyo, и S. Zhu. NeurIPS, стр. 11041-11053. (2021)The Power of Sparsity in Convolutional Neural NetworksS. Changpinyo, M. Sandler, и A. Zhmoginov. (2017)cite arxiv:1702.06257.

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