20132021

Research activity per year

If you made any changes in Pure these will be visible here soon.

Search results

  • 2021

    A Neural Network Auction for Group Decision Making over a Continuous Space

    Bachrach, Y., Gemp, I., Garnelo, M., Kramar, J., Eccles, T., Rosenbaum, D. & Graepel, T., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4976-4979 4 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs

    Rosenbaum, D., Garnelo, M., Zielinski, M., Beattie, C., Clancy, E., Huber, A., Kohli, P., Senior, A. W., Jumper, J., Doersch, C., Eslami, S. M. A., Ronneberger, O. & Adler, J., 26 Jun 2021, Machine Learning is Structural Biology workshop, Neural Information Processing Systems (NeurIPS).

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

  • 2019

    Attentive neural processes

    Kim, H., Mnih, A., Schwarz, J., Garnelo, M., Eslami, A., Rosenbaum, D., Vinyals, O. & Teh, Y. W., 2019, International Conference on Learning Representations(ICLR) .

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

  • Unsupervised Doodling and Painting with Improved SPIRAL

    Mellor, J. F. J., Park, E., Ganin, Y., Babuschkin, I., Kulkarni, T., Rosenbaum, D., Ballard, A., Weber, T., Vinyals, O. & Eslami, S. M. A., 2 Oct 2019, Machine Learning for Creativity and Design Workshop, Neural Information Processing Systems (NeurIPS).

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

  • 2018

    Conditional neural processes

    Gamelo, M., Rosenbaum, D., Maddison, C. J., Ramalho, T., Saxton, D., Shanahan, M., Teh, Y. W., Rezende, D. J. & Eslami, S. M. A., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 2738-2747 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 4).

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

  • Empirical Evaluation of Neural Process Objectives

    Le, T. A., Kim, H., Garnelo, M., Rosenbaum, D., Schwarz, J. & Teh, Y. W., 2018, Bayesian Deep Learning workshop, Neural Information Processing Systems (NeurIPS).

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

  • Learning models for visual 3D localization with implicit mapping

    Rosenbaum, D., Besse, F., Viola, F., Rezende, D. J. & Eslami, S. M. A., 2018, Bayesian Deep Learning workshop, Neural Information Processing Systems(NeurIPS).

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

  • Neural Processes

    Garnelo, M., Schwarz, J., Rosenbaum, D., Viola, F., Rezende, D. J., Eslami, S. M. A. & Teh, Y. W., 4 Jul 2018, Theoretical Foundations and Applications of Deep Generative Models Workshop, International Conference on Machine Learning (ICML).

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

    File
  • Neural scene representation and rendering

    Ali Eslami, S. M., Rezende, D. J., Besse, F., Viola, F., Morcos, A. S., Garnelo, M., Ruderman, A., Rusu, A. A., Danihelka, I., Gregor, K., Reichert, D. P., Buesing, L., Weber, T., Vinyals, O., Rosenbaum, D., Rabinowitz, N., King, H., Hillier, C., Botvinick, M., Wierstra, D., & 2 othersKavukcuoglu, K. & Hassabis, D., 15 Jun 2018, In: Science. 360, 6394, p. 1204-1210 7 p.

    Research output: Contribution to journalArticlepeer-review

  • 2016

    Subspace learning with partial information

    Gonen, A., Rosenbaum, D., Eldar, Y. C. & Shalev-Shwartz, S., 1 Apr 2016, In: Journal of Machine Learning Research. 17

    Research output: Contribution to journalArticlepeer-review

  • 2015

    The return of the gating network: Combining generative models and discriminative training in natural image priors

    Rosenbaum, D. & Weiss, Y., 2015, Proceedings of the 29th Conference on Neural Information Processing Systems (NeurIPS). Vol. 2015-January. p. 2683-2691 9 p. (Advances in Neural Information Processing Systems).

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

  • 2013

    Learning the local statistics of optical flow

    Rosenbaum, D., Zoran, D. & Weiss, Y., 2013, Proceedings of the 27th Conference on Neural Information Processing Systems (NeurIPS). (Advances in Neural Information Processing Systems).

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