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  • Neill Campbell
2020

Monotonic Gaussian Process Flow

Ustyuzhaninov, I., Kazlauskaite, I., Ek, C. H. & Campbell, N., 3 Jun 2020.

Research output: Contribution to conferencePaper

Open Access
File
10 Downloads (Pure)

The GAN that Warped: Semantic Attribute Editing with Unpaired Data

Dorta, G., Vicente, S., Campbell, N. & Simpson, I., 2020, (Acceptance date).

Research output: Contribution to conferencePaper

Open Access
File
16 Downloads (Pure)
2019

Compositional Uncertainty in Deep Gaussian Processes

Ustyuzhaninov, I., Kazlauskaite, I., Kaiser, M., Bodin, E., Campbell, N. & Ek, C. H., 13 Dec 2019.

Research output: Contribution to conferencePaper

File
11 Downloads (Pure)

DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures

Lawrence, A., Ek, C. H. & Campbell, N., 9 Jun 2019, Proceedings of the 36th International Conference on Machine Learning. Chaudhuri, K. & Salakhutdinov, R. (eds.). Long Beach, California, USA: PMLR, Vol. 97. p. 3682-3691 10 p. (Proceedings of Machine Learning Research).

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

Open Access
File
74 Downloads (Pure)

Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions

Toso, M., Campbell, N. & Russell, C., 11 Sep 2019, (Acceptance date).

Research output: Contribution to conferencePaper

File
14 Downloads (Pure)

Gaussian Process Latent Variable Alignment Learning

Kazlauskaite, I., Ek, C. H. & Campbell, N., 16 Apr 2019.

Research output: Contribution to conferencePaper

Open Access
File
3 Downloads (Pure)

MegaParallax: Casual 360° Panoramas with Motion Parallax

Bertel, T., Campbell, N. & Richardt, C., 31 May 2019, In : IEEE Transactions on Visualization and Computer Graphics. 25, 5, p. 1828-1835 8 p., 8651483.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
19 Downloads (Pure)

Open source software DASOS: Efficient accumulation, analysis, and visualisation of full-waveform lidar

Miltiadou, M., Grant, M. G., Campbell, N. D. F., Warren, M., Clewley, D. & Hadjimitsis, D. G., 27 Jun 2019, Seventh International Conference on Remote Sensing and Geoinformation of the Environment, RSCy 2019. Themistocleous, K., Papadavid, G., Michaelides, S., Ambrosia, V. & Hadjimitsis, D. G. (eds.). SPIE, 111741M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11174).

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

1 Citation (Scopus)
2018

Detection of dead standing Eucalyptus camaldulensis without tree delineation for managing biodiversity in native Australian forest

Miltiadou, M., Campbell, N. D. F., Gonzalez Aracil, S., Brown, T. & Grant, M. G., 1 May 2018, In : ITC Journal. 67, p. 135-147

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

DiverseNet: When One Right Answer is not Enough

Firman, M., Campbell, N., Agapito, L. & Brostow, G. J., 20 Mar 2018, (Acceptance date).

Research output: Contribution to conferencePaper

Gaussian Process Deep Belief Networks: A Smooth Generative Model of Shape with Uncertainty Propagation

Di Martino, A., Bodin, E., Ek, C. H. & Campbell, N., 2018.

Research output: Contribution to conferencePaper

Open Access

MegaParallax: 360° Panoramas with Motion Parallax

Bertel, T., Campbell, N. & Richardt, C., 13 Dec 2018. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
25 Downloads (Pure)

Sequence Alignment with Dirichlet Process Mixtures

Kazlauskaite, I., Ustyuzhaninov, I., Ek, C. H. & Campbell, N., 12 Nov 2018, (Acceptance date) p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
26 Downloads (Pure)

Structured Uncertainty Prediction Networks

Dorta, G., Vicente, S., Agapito, L., Campbell, N. & Simpson, I., 20 Mar 2018, (Acceptance date). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
77 Downloads (Pure)
2017

Laplacian Pyramid of Conditional Variational Autoencoders

Dorta, G., Vicente, S., Agapito, L., Campbell, N., Prince, S. & Simpson, I., 11 Dec 2017. 9 p.

Research output: Contribution to conferencePaper

File
1 Citation (Scopus)
97 Downloads (Pure)

Latent Structure Learning using Gaussian and Dirichlet Processes

Lawrence, A., Ek, C. H. & Campbell, N., 8 Dec 2017.

Research output: Contribution to conferencePaper

Nonparametric Inference for Auto-Encoding Variational Bayes

Bodin, E., Malik, I., Ek, C. H. & Campbell, N., 8 Dec 2017.

Research output: Contribution to conferencePaper

Responsive Action-Based Video Synthesis

Ilisescu, C., Kanaci, A., Romagnoli, M., Campbell, N. D. F. & Brostow, G. J., 30 Jan 2017, (Acceptance date).

Research output: Contribution to conferencePaper

Open Access
File
129 Downloads (Pure)
2016

Fitting quadrics with a Bayesian prior

Beale, D., Hall, P., Cosker, D., Yang, Y. & Campbell, N., Jun 2016.

Research output: Contribution to conferencePaper

Open Access

Fitting quadrics with a Bayesian prior

Beale, D., Yang, Y., Campbell, N., Cosker, D. & Hall, P., Jun 2016, In : Computational Visual Media. 2, 2, p. 107-117 11 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
135 Downloads (Pure)

Improving and Optimising Visualisations of full-waveform LiDAR data

Miltiadou, M., Brown, M., Cosker, D., Campbell, N. & Grant, M., 2016, EG UK Computer Graphics & Visual Computing (2016).

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

Learning Alignments from Latent Space Structures

Kazlauskaite, I., Ek, C. H. & Campbell, N., 9 Dec 2016.

Research output: Contribution to conferencePaper

File
60 Downloads (Pure)

Reading Between The Dots: Combining 3D Markers And Facs Classification For High-Quality Blendshape Facial Animation

Ravikumar, S., Davidson, C., Kit, D., Campbell, N. D. F., Benedetti, L. & Cosker, D., 3 Jun 2016, GI '16 Proceedings of the 42nd Graphics Interface Conference . Moffatt, K. & Popa, T. (eds.). Ontario, Canada: Canadian Human-Computer Communications Society, p. 143-151 9 p.

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

1 Citation (Scopus)

Roto++: accelerating professional rotoscoping using shape manifolds

Li, W., Viola, F., Starck, J., Brostow, G. J. & Campbell, N., 31 Jul 2016, In : ACM Transactions on Graphics. 35, 4, 15 p., 62.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
128 Downloads (Pure)