Institute for Adaptive and Neural Computation

Research output

Research output per year 1969 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 899 Article
• 614 Conference contribution
• 139 Poster
• 50 Chapter
• 206 More
  • 37 Abstract
  • 37 Paper
  • 23 Meeting abstract
  • 22 Chapter (peer-reviewed)
  • 19 Working paper
  • 15 Preprint
  • 13 Book
  • 11 Entry for encyclopedia/dictionary
  • 5 Other report
  • 5 Review article
  • 3 Commissioned report
  • 3 Comment/debate
  • 3 Other contribution
  • 2 Editorial
  • 2 Doctoral Thesis
  • 1 Anthology
  • 1 Foreword/postscript
  • 1 Book/Film/Article review
  • 1 Letter
  • 1 Web publication/site
  • 1 Patent

Research output per year

Research output per year

Search results

• 2024

  Less is more: Discovering concise network explanations

  Kondapaneni, N., Marks, M., Mac Aodha, O. & Perona, P., 2 Mar 2024, (Accepted/In press).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Decision-Making Process 100%
  • Practitioners 100%
  • Artificial Intelligence 100%
  • Neural Network 100%
  • Explainable Artificial Intelligence 100%
• 2023

  Discrete, compositional, and symbolic representations through attractor dynamics

  Nam, A. J., Elmoznino, E., Malkin, N., Sun, C., Bengio, Y. & Lajoie, G., 15 Dec 2023, p. 1-11. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  • Representation Space 100%
  • Sensory Input 100%
  • Cognitive Science 100%
  • Discretization 50%
  • Infinite Capacity 50%
• 2022

  Posterior samples of source galaxies in strong gravitational lenses with score-based priors

  Adam, A., Coogan, A., Malkin, N., Legin, R., Perreault-Levasseur, L., Hezaveh, Y. & Bengio, Y., 3 Dec 2022, p. 1-13. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Gravitational Lens 100%
  • High Resolution 100%
  • Operators (Mathematics) 100%

• MDP Abstraction with Successor Features

  Han, D., Wooldridge, M. & Tschiatschek, S., 28 Feb 2022, p. 1-22. 22 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Instantiation 100%
  • And-States 100%
  • Benchmark Task 50%
  • Problem Setting 50%
  • Planning Horizon 50%
• 2021

  Bayesian Optimal Experimental Design for Simulator Models of Cognition

  Valentin, S., Kleinegesse, S., Bramley, N. R., Gutmann, M. U. & Lucas, C. G., 13 Dec 2021. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Experimental Design 100%
  • Simulator 100%
  • Bayesian 100%
  • Design 100%
  • Models 100%

• Neural Architecture Search without Training

  Mellor, J., Turner, J., Storkey, A. J. & Crowley, E. J., 18 Jul 2021.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Networks 100%
  • Trained Network 66%
  • Simple Algorithm 33%
  • Deep Neural Network 33%
  • Search Technique 33%

• Towards Sustainable Census Independent Population Estimation in Mozambique

  Neal, I., Seth, S., Watmough, G. & Saliou Diallo, M., 7 May 2021. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Population Estimation 100%
  • Microcensus Data 50%
  • Sustainability 50%
  • Remote Sensing Data 50%
  • Population Estimate 50%
• 2020

  Optimising Placement of Pollution Sensors in Windy Environments

  Hellan, S. P., Lucas, C. G. & Goddard, N. H., 31 Oct 2020, (Accepted/In press). 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Environment 100%
  • Pollution 100%
  • Air Pollution 100%
  • Sensor 100%
  • Position (Location) 66%

• Density Deconvolution with Normalizing Flows

  Dockhorn, T., Ritchie, J. A., Yu, Y. & Murray, I., 18 Jul 2020. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Flow 100%
  • Deconvolution 100%
  • Mixture Model 66%
  • Mixture 66%
  • Experiments 33%

• Ordering Dimensions with Nested Dropout Normalizing Flows

  Bekasovs, A. & Murray, I., 18 Jul 2020. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Flow 100%
  • Manifold 50%
  • Tradeoff 16%
  • Sequences 16%
  • Constraints 16%

• Diverse Ensembles Improve Calibration

  Cooper Stickland, A. & Murray, I., 17 Jul 2020. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Training 100%
  • Deep Neural Network 50%
  • Accuracy 50%
  • Models 50%
  • Benchmark 50%

• From Variational to Deterministic Autoencoders

  Ghosh, P., Sajjadi, M. S. M., Vergari, A. & Black, M., 26 Apr 2020. 25 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Autoencoder 100%
  • Sample 37%
  • Estimation Step 12%
  • Generate Sample 12%
  • Modeling 12%
• 2019

  Motor Learning for Control of Prosthetic Limbs

  Krasoulis, A., Dyson, M., Dupan, S. & Nazarpour, K., 20 Mar 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Control 100%
  • Motor Learning 100%
  • Signal Processing Algorithm 16%
  • Classification 16%
  • Cursor Position 16%

• How to train your MAML

  Antoniou, A., Edwards, H. & Storkey, A., 2019. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Few-Shot Learning 100%
  • Convergence Speed 33%
  • Neural Network Architecture 33%
  • Generalization Performance 33%
  • Generalization 33%

• On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length

  Jastrzębski, S., Kenton, Z., Ballas, N., Fischer, A., Bengio, Y. & Storkey, A., 2019. 19 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Gradient Descent 100%
  • Neural Network 12%
  • Smallest Eigenvalue 12%
  • Models 12%
• 2018

  Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting

  Bekasovs, A. & Murray, I., 16 Nov 2018, (Accepted/In press) p. 1-6. 6 p.

  Research output: Contribution to conference › Paper › peer-review

• It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data

  Ruggero Ronchi, M., Mac Aodha, O., Eng, R. & Perona, P., 2 Sept 2018, p. 1-13. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Pose Estimation 100%
  • Estimation Algorithm 28%
  • Training Data 28%
  • Algorithms 28%
  • Evaluation 14%

• Developing the Technology for a Shared Demand Responsive Transport System at the University of Malta

  Attard, M., Muscat, A. & Camilleri, M., 8 Jan 2018.

  Research output: Contribution to conference › Paper › peer-review

  • Transport Systems 100%
  • Universities 100%
  • Demand 100%
  • Technology 100%
  • Costs 66%

• 3D cell spheroids drug response monitoring using electrical impedance tomography

  Wu, H., Yang, Y., Bagnaninchi, P. & Jia, J., 2018, p. 41. 1 p.

  Research output: Contribution to conference › Paper › peer-review

  • Electrical Impedance Tomography 100%
  • Tumor Spheroid 100%
  • Drug Response 100%
  • Reconstruction 50%
  • Imaging Technique 50%

• Amortized Inference for Latent Feature Models Using Variational Russian Roulette

  Xu, K., Srivastava, A. & Sutton, C., 2018. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Russian Roulette 100%
  • Inference 100%
  • Models 100%
  • Number 66%
  • Terms 33%

• Multi-plane electrode configuration for 3D cellular assay of electrical impedance tomography

  Wu, H., Yang, Y., Liu, S., Bagnaninchi, P. & Jia, J., 2018, p. 18. 1 p.

  Research output: Contribution to conference › Paper › peer-review

  • Electrode 100%
  • Electrical Impedance 100%
  • Sensor 100%
  • Tomography 100%
  • Impedance 100%

• Sequential Neural Methods for Likelihood-free Inference

  Durkan, C., Papamakarios, G. & Murray, I., 2018, p. 1-9. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  • Inference 100%
  • Simulation 66%
  • Likelihood Function 33%
  • Simulator 33%
  • Conditionals 33%

• To Stir or Not to Stir: Online Estimation of Liquid Properties for Pouring Actions

  Lopez Guevara, T., Pucci, R., Taylor, N., Gutmann, M., Ramamoorthy, S. & Subr, K., 2018. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Robot 100%
  • Physical Model 33%
  • Simulation 33%
  • Optimization Task 33%
  • Standards 33%
• 2017

  Interpretable Machine Teaching via Feature Feedback

  Su, S., Chen, Y., Mac Aodha, O., Perona, P. & Yue, Y., 9 Dec 2017. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Classes 100%
  • Instance Level 50%
  • Perform Experiment 50%
  • Human Participant 50%

• Influence of myoelectric control on finger muscle activation patterns

  Dupan, S. S. G., Vujaklija, I., Hahne, J. M., Stegeman, D. F., Graimann, B., Farina, D. & Došen, S., 17 Sept 2017, p. 22-23. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Activation Pattern 100%
  • Control 100%
  • User 40%
  • Accuracy 20%
  • Case Study 20%

• A simplified calibration method for multi-frequency EIT system

  Wu, H., Yang, Y. & Jia, J., Jun 2017.

  Research output: Contribution to conference › Paper

  • Instrument Calibration 100%
  • Complexity 25%
  • Paper 25%

• Optimal Design of a Planar Miniature EIT Sensor for 3D Cell Imaging

  Yang, Y., Wu, H. & Jia, J., Jun 2017.

  Research output: Contribution to conference › Paper

  • Optimal Design 100%
  • Sensor 100%
  • Cell Imaging 100%
  • Simulation Result 50%
  • Image Reconstruction 50%

• Total Variation and L1 Joint Regularization for High Quality Cell Spheroid Imaging Using EIT

  Yang, Y., Wu, H. & Jia, J., Jun 2017.

  Research output: Contribution to conference › Paper

  • Noise 100%
  • Sensor 100%

• Statistics of natural hand use only partially explains structure of stimulation-evoked muscle activity

  Dupan, SSG., Ejaz, N., Stegeman, DF., Overduin, SA. & Diedrichsen, J., 2 May 2017.

  Research output: Contribution to conference › Paper › peer-review

• Imaging cell-drug response in 3D bioscaffolds by electrical impedance tomography with a miniature sensor

  Wu, H., Yang, Y., Bagnaninchi, P. & Jia, J., 2017.

  Research output: Contribution to conference › Paper › peer-review

• Simulation Study of Scaffold 3D Cell Culture Imaging Using A Miniature Planar EIT Sensor

  Yang, Y., Wu, H. & Jia, J., 2017, p. 1-6.

  Research output: Contribution to conference › Paper › peer-review

  • Impedance 100%
  • Sensor 100%
  • Scaffold 100%
  • Simulation 100%
  • Tomography 100%
• 2016

  A Living Lab Co-Creational Approach to Energy Demand Reduction in Non-Domestic Buildings: Understanding the Organisation

  Webb, L., Morgan, E., Carter, C., Webb, J. & Goddard, N., 9 Sept 2016. 12 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Approach 100%
  • Understanding 100%
  • Energy Demand 100%
  • Buildings 100%
  • Organizations 100%
• 2013

  Energy in the home: Everyday life and the effect on time of use

  Jorda, P. C., Buswell, R. A., Webb, L. H., Mackley, K. L., Morosanu, R. & Pink, S., 26 Aug 2013. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Energy Engineering 100%
  • Everyday Life 100%
  • Simulation 100%
  • Appliances 66%
  • Residential Building 66%
• 2010

  Biomimetic and Biofeedback approaches forBrain Machine Interface

  Nazarpour, K. & Jackson, A., 17 Dec 2010, p. 207-211. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  • Biomimetics 100%
  • Biofeedback 100%
  • Macaca 33%
  • Haplorhini 33%
  • Recording 33%

• Biomimetic and Biofeedback approaches for Brain Machine Interface

  Nazarpour, K. & Jackson, A., 14 Dec 2010, p. 207-211. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Biomimetics 100%
  • Biofeedback 100%
  • Macaca 33%
  • Haplorhini 33%
  • Recording 33%
• 2008

  Steady-state movement related potentials for BCI – anexploratory approach in the STF domain

  Nazarpour, K., Praamstra, P., Miall, R. C. & Sanei, S., 21 Sept 2008, p. 220-225. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  • Brain 100%
  • Movement Related Potential 100%
  • Electroencephalogram 25%
• 2006

  Blind Separation of TMJ Sounds by Incorporating Fractional Delay Estimation

  Took, C. C., Nazarpour, K., Sanei, S. & Chambers, J., 20 Dec 2006. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  • Amaurosis 100%
  • Temporomandibular Joint 100%
  • Blindness 100%
  • Fractional Delay 100%
  • Inpatient 50%