20162021

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  • 2021

    Continuous vs. Discrete Optimization of Deep Neural Networks

    Elkabetz, O. & Cohen, N., 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. 4947-4960 14 p. (Advances in Neural Information Processing Systems; vol. 7).

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

  • 2018

    On the optimization of deep networks: Implicit acceleration by overparameterization

    Arora, S., Cohen, N. & Hazan, E., 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 372-389 18 p. (35th International Conference on Machine Learning, ICML 2018; vol. 1).

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

  • Zero-Shot Super-Resolution Using Deep Internal Learning

    Shocher, A., Cohen, N. & Irani, M., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 3118-3126 9 p. 8578427. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

  • 2016

    Convolutional rectifier networks as generalized tensor decompositions

    Cohen, N. & Shashua, A., 2016, 33rd International Conference on Machine Learning, ICML 2016. Balcan, M. F. & Weinberger, K. Q. (eds.). International Machine Learning Society (IMLS), p. 1500-1519 20 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 2).

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

  • Deep SimNets

    Cohen, N., Sharir, O. & Shashua, A., 9 Dec 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 4782-4791 10 p. 7780886. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

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