Edinburgh Research Explorer

Institute of Perception, Action and Behaviour

Organisational unit: Research Institute

  1. 2019
  2. Predicting the Evolution of White Matter Hyperintensities in Brain MRI using Generative Adversarial Networks and Irregularity Map

    Rachmadi, M., Valdes Hernandez, M., Makin, S., Wardlaw, J. & Komura, T., 10 Oct 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C., Zhou, S., Yap, P-T. & Khan, A. (eds.). Springer, p. 146–154 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Hybrid system identification using switching density networks

    Burke, M., Hristov, Y. & Ramamoorthy, S., 7 Sep 2019, (Accepted/In press) Proceedings of the 3rd Annual Conference on Robot Learning. PMLR, 10 p. (Proceedings of Machine Learning Research; vol. 100).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Stochastic Gradient Trees

    Gouk, H., Pfahringer, B. & Frank, E., 3 Sep 2019, (Accepted/In press) Asian Conference on Machine Learning, 17-19 November 2019. PMLR, Vol. 101. 16 p. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. TuckER: Tensor Factorization for Knowledge Graph Completion

    Balazevic, I., Allen, C. & Hospedales, T., 13 Aug 2019, (Accepted/In press) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing. Association for Computational Linguistics, 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Learning Driven Coarse-to-Fine Articulated Robot Tracking

    Rauch, C., Ivan, V., Hospedales, T., Shotton, J. & Fallon, M., 12 Aug 2019, 2019 IEEE International Conference on Robotics and Automation (ICRA). Institute of Electrical and Electronics Engineers (IEEE), p. 6604-6610 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. Single-shot Foothold Selection and Constraint Evaluation for Quadruped Locomotion

    Belter, D., Bednarek, J., Lin, H-C., Xin, G. & Mistry, M., 12 Aug 2019, 2019 IEEE International Conference on Robotics and Automation (ICRA). p. 7441-7447 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Neural State Machine for Character-Scene Interactions

    Starke, S., Zhang, H., Komura, T. & Saito, J., 30 Jul 2019, (Accepted/In press) In : ACM Transactions on Graphics. 38, 6, 14 p., 178.

    Research output: Contribution to journalArticle

  9. Cirrhosis liver classification on B-mode ultrasound images by convolution neural networks with augmented images

    Mitani, Y., Fisher, R., Fujita, Y., Hamamoto, Y. & Sakaida, I., 26 Jul 2019, (Accepted/In press) Proceedings of the 2019 International Conference on Machine Learning and Machine Intelligence. ACM, 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Disjoint Label Space Transfer Learning with Common Factorised Space

    Chang, X., Yang, Y., Xiang, T. & Hospedales, T., 23 Jul 2019, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19): Thirty-First Conference on Innovative Applications of Artificial Intelligence The Ninth Symposium on Educational Advances in Artificial Intelligence - AAAI Technical Track: Machine Learning. Honolulu, Hawaii, United States: AAAI Press, Vol. 33. p. 3288-3295 8 p. (Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence; vol. 33, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Episodic Training for Domain Generalization

    Li, D., Zhang, J., Yang, Y., Liu, C., Song, Y-Z. & Hospedales, T., 22 Jul 2019, (Accepted/In press) 2019 IEEE International Conference on Computer Vision (ICCV). IEEE, 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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