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

, , , , , , и . EMNLP, стр. 14948-14968. Association for Computational Linguistics, (2023)

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Connecting Vision and Language with Localized Narratives., , , , и . 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., , , и . CVPR, стр. 3558-3568. Computer Vision Foundation / IEEE, (2021)CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization., , , , , и . EMNLP (1), стр. 2148-2166. Association for Computational Linguistics, (2021)PaLI: A Jointly-Scaled Multilingual Language-Image Model., , , , , , , , , и 10 other автор(ы). ICLR, OpenReview.net, (2023)Towards Multi-Lingual Visual Question Answering., , , , , , и . CoRR, (2022)Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval., , , и . ICCV, стр. 12116-12126. IEEE, (2021)Robust Visual Reasoning via Language Guided Neural Module Networks., , , и . NeurIPS, стр. 11041-11053. (2021)PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks., , , , и . 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., , , и . ECCV (2), том 9906 из Lecture Notes in Computer Science, стр. 52-68. Springer, (2016)The Power of Sparsity in Convolutional Neural Networks, , и . (2017)cite arxiv:1702.06257.