20022022

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  • 2019

    Explaining queries over web tables to non-experts

    Berant, J., Deutch, D., Globerson, A., Milo, T. & Wolfson, T., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1570-1573 4 p. 8731342. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Spatio-temporal action graph networks

    Herzig, R., Levi, E., Xu, H., Gao, H., Brosh, E., Wang, X., Globerson, A. & Darrell, T., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 2347-2356 10 p. 9022086. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Why do larger models generalize better? A theoretical perspective via the XOR problem

    Brutzkus, A. & Globerson, A., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 1310-1318 9 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    A simple and effective model for answering multi-span questions

    Segal, E., Efrat, A., Shoham, M., Globerson, A. & Berant, J., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3074-3080 7 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Coreference resolution with entity equalization

    Kantor, B. & Globerson, A., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 673-677 5 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Differentiable scene graphs

    Raboh, M., Herzig, R., Berant, J., Chechik, G. & Globerson, A., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 1477-1486 10 p. 9093297. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Learning Canonical Representations for Scene Graph to Image Generation

    Herzig, R., Bar, A., Xu, H., Chechik, G., Darrell, T. & Globerson, A., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-227 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12371 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Learning Object Permanence from Video

    Shamsian, A., Kleinfeld, O., Globerson, A. & Chechik, G., 2020, Computer Vision – ECCV 2020 - 16th European Conference, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-50 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12361 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Pre-training mention representations in coreference models

    Varkel, Y. & Globerson, A., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8534-8540 7 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    A Theoretical Analysis of Fine-tuning with Linear Teachers

    Shachaf, G., Brutzkus, A. & Globerson, A., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 15382-15394 13 p. (Advances in Neural Information Processing Systems; vol. 19).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • BERTese: Learning to speak to BERT

    Haviv, A., Berant, J. & Globerson, A., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3618-3623 6 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Explaining in Style: Training a GAN to explain a classifier in StyleSpace

    Lang, O., Gandelsman, Y., Yarom, M., Wald, Y., Elidan, G., Hassidim, A., Freeman, W. T., Isola, P., Globerson, A., Irani, M. & Mosseri, I., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 673-682 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Few-shot question answering by pretraining span selection

    Ram, O., Kirstain, Y., Berant, J., Globerson, A. & Levy, O., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 3066-3079 14 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    Active Learning with Label Comparisons

    Yona, G., Moran, S., Elidan, G. & Globerson, A., 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), p. 2289-2298 10 p. (Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • DETReg: Unsupervised Pretraining with Region Priors for Object Detection

    Bar, A., Wang, X., Kantorov, V., Reed, C. J., Herzig, R., Chechik, G., Rohrbach, A., Darrell, T. & Globerson, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 14585-14595 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Learning to Retrieve Passages without Supervision

    Ram, O., Shachaf, G., Levy, O., Berant, J. & Globerson, A., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2687-2700 14 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Object-Region Video Transformers

    Herzig, R., Ben-Avraham, E., Mangalam, K., Bar, A., Chechik, G., Rohrbach, A., Darrell, T. & Globerson, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 3138-3149 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • On the Inductive Bias of Neural Networks for Learning Read-once DNFs

    Bronstein, I., Brutzkus, A. & Globerson, A., 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), p. 255-265 11 p. (Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review