Items where Division is "Current Faculties > Faculty of Engineering and Physical Sciences > School of Electronics and Computer Science > Vision, Learning and Control
School of Electronics and Computer Science > Vision, Learning and Control" and Year is 2022
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Number of items: 137.
A
Group 8: Challenge: Event detection in nanopore data - Wole Adewole, Halil Ibrahim Aysel, Stephen Gow, Zheng Jiang and Dimitrios Stamatis
Type: Monograph
| 2022
| University of Southampton
Type: Conference or Workshop Item
| 2022
Room Acoustic Properties Estimation from a Single 360 Photo - Mona Alawadh, Yihong Wu, Yuwen Heng, Luca Remaggi, Mahesan Niranjan and Hansung Kim
Type: Conference or Workshop Item
| 2022
AI3SD Video: Event detection in single-molecule data – how to find molecular signatures without (too many) prior assumptions - Tim Albrecht
Type: Conference or Workshop Item
| 2022
AI3SD video: curated large inorganic datasets of reconnected InChI, InChI and IUPAC name - Thomas Allam
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
B
Group 5: Challenge: Nanopore “Defect detection in graphene sheets” - Anna Bachs Herra, Aboulatif Cisse, Emilio Alexis de la Cruz Nunez Andrade, Philipp Deussen and Ivan Yankov
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
AI3SD Video: Discovery of synthesisable organic materials - Steven Bennett
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
AI4SD video: Create a killer CV - Robert Bowles
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
AI3SD Video: Interpretable Machine Learning for Materials’ Design and Characterisation - Keith Tobias Butler
Type: Conference or Workshop Item
| 2022
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Proximal nested sampling for high-dimensional Bayesian model selection - Xiaohao Cai, Jason D. McEwen and Marcelo Pereyra
Type: Article
| 2022
AI3SD Video: Sharing Data Science Solutions Across Domains via Patterns - Sarah Callaghan
Type: Conference or Workshop Item
| 2022
Spectral clustering for jet physics - Giorgio Cerro, Srinandan Dasmahapatra, Henry A. Day-Hall, Billy Ford, Stefano Moretti and Claire H. Shepherd-Themistocleous
Type: Article
| 2022
Revisiting jet clustering algorithms for new Higgs Boson searches in hadronic final states - A. Chakraborty, S. Dasmahapatra, H.A. Day-hall, B.G. Ford, S. Jain, S. Moretti, E. Olaiya and C.H. Shepherd-Themistocleous
Type: Article
| 2022
Type: Conference or Workshop Item
| 2022
Distributed iterative learning control for high performance consensus tracking problem with switching topologies - Bin Chen and Bing Chu
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
Iterative learning control for path following tasks with performance optimization - Yiyang Chen, Bing Chu and Christopher Freeman
Type: Article
| 2022
Iterative learning control for robotic path following with trial-varying motion profiles - Yiyang Chen, Bing Chu and Christopher Freeman
Type: Article
| 2022
A Cramér Rao bound for point processes - Daniel E. Clark
Type: Article
| 2022
| Item not available on this server.
Type: Article
| 2022
| Item not available on this server.
Integrating covariance intersection into Bayesian multitarget tracking filters - Daniel E. Clark and Mark A. Campbell
Type: Article
| 2022
AI3SD video: physical sciences data infrastructure: shaping the physical sciences roadmap - Simon J. Coles
Type: Conference or Workshop Item
| 2022
D
Predicting myocardial infarction through retinal scans and minimal personal information - Andres Diaz-Pinto, Nishant Ravikumar and Rahman Attar
Type: Article
| 2022
| Item not available on this server.
Group 6: Challenge: Task 3 - detect defects in electron microscopy images - Robert Dickson, Ben Honore, Hai Lin and Rachael Pirie
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
DNCNet: deep radar signal denoising and recognition - Mingyang Du, Ping Zhong, Xiaohao Cai and Daping Bi
Type: Article
| 2022
Robust Bayesian attention belief network for radar work mode recognition - Mingyang Du, Ping Zhong, Xiaohao Cai, Daping Bi and Aiqi Jing
Type: Article
| 2022
| Item not available on this server.
E
AI3SD video: the summer school, but not as we know it! - Martin Elliot
Type: Conference or Workshop Item
| 2022
The impact of sparse coding on memory lifetimes in simple and complex models of synaptic plasticity - Terry Elliott
Type: Article
| 2022
| Item availability restricted.
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AI4SD Video: Introduction to equality, diversity and inclusion and development of your code of conduct - Debra Fearnshaw
Type: Conference or Workshop Item
| 2022
AI3SD Video: Equality, Diversity & Inclusion in Networks: Developing your inclusive approach - Debra Fearnshaw and Jeremy G. Frey
Type: Conference or Workshop Item
| 2022
AI3SD Video: Welcome & AI4SD network retrospective - Jeremy G. Frey
Type: Conference or Workshop Item
| 2022
Machine learning and computer vision of bone microarchitecture can improve the fracture risk prediction provided by DXA and clinical risk factors - N.R. Fuggle, Shengyu Lu, Micheal O. Breasail, Leo Westbury, Kate Ward, Elaine Dennison, Sasan Mahmoodi, Mahesan Niranjan and Cyrus Cooper
Type: Article
| 2022
| Item availability restricted.
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Development of a low current dry neutralizer in a Pierce Gun configuration - Klevis Gasa, Stephen Gabriel, Alexander Daykin-Iliopoulos, Franco Bosi and Francesco Guarducci
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
Fine-grained differentiable physics: a yarn-level model for fabrics - Deshan Gong, Zhanxing Zhu, Andrew Bulpitt and He Wang
Type: Conference or Workshop Item
| 2022
| International Conference on Learning Representations
| Item not available on this server.
AI3SD Video: Reinforcement Learning Methods - Stephen Gow
Type: Conference or Workshop Item
| 2022
A review of reinforcement learning in chemistry - Stephen Gow, Mahesan Niranjan, Samantha Kanza and Jeremy G. Frey
Type: Article
| 2022
AI3SD Video: Outlier Detection in Scientific Data - Joanna Grundy
Type: Conference or Workshop Item
| 2022
Group 16: Challenge: Task 3 - Detect defects in electron microscopy images - Xuerui Guo, Zien Ma and Jayanta Kumar Pal
Type: Monograph
| 2022
| University of Southampton
AI3SD Video: Predictive Retrosynthesis in SciFindern - Gary Gustafson
Type: Conference or Workshop Item
| 2022
| Item availability restricted.
Image-based attitude determination of co-orbiting satellites using deep learning technologies - Benjamin, Felix Guthrie, Minkwan Kim, Hodei Urrutxua and Jonathon Hare
Type: Article
| 2022
H
Can super resolution improve human pose estimation in low resolution scenarios? - Peter, Timothy David Hardy, Srinandan Dasmahapatra and Hansung Kim
Type: Conference or Workshop Item
| 2022
AI3SD Video: AI and multi-omics discovery science: A case study in understanding ageing at a systems level - Janna Hastings
Type: Conference or Workshop Item
| 2022
CAM-SegNet: a context-aware dense material segmentation network for sparsely labelled datasets - Yuwen Heng, Yihong Wu, Srinandan Dasmahapatra and Hansung Kim
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
Enhancing material features using dynamic backward attention on cross-resolution patches - Yuwen Heng, Yihong Wu, Srinandan Dasmahapatra and Hansung Kim
Type: Conference or Workshop Item
| 2022
| Item availability restricted.
Type: Monograph
| 2022
| University of Southampton
Type: Conference or Workshop Item
| 2022
AI3SD Video: Translating innovations out of the lab and into the clinic: the importance of data curation, AI and ML? - Jennifer R. Hiscock and Thomas Allam
Type: Conference or Workshop Item
| 2022
129 Fully automated assessment of Atopic Dermatitis severity from real-world digital images - G. Hurault, R. Attar, K. Pan, H. Williams and R.J. Tanaka
Type: Article
| 2022
| Item not available on this server.
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TransformerGO: predicting protein–protein interactions by modelling the attention between sets of gene ontology terms - Ioan Ieremie, Rob M. Ewing and Mahesan Niranjan
Type: Article
| 2022
J
AI3SD Video: Making sense of highly flexible molecular simulations: Where AI can help and where not - Christof Jäger
Type: Conference or Workshop Item
| 2022
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Artificial Intelligence and Augmented Intelligence for Automated Investigations for Scientific Discovery Network - Samantha Kanza, Victoria Hooper, Jeremy G. Frey and Mahesan Niranjan
Type: Monograph
| 2022
| University of Southampton
AI3SD video: AI4SD & IoFT AI for ethics working group: introducing the working group & our methodologies: moral IT cards & design fiction. - Samantha Kanza, Naomi Jacobs and Peter Craigon
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
AI4SD Series: Machine learning summer school - Samantha Kanza, Mahesan Niranjan, Nicola Knight, Samuel Munday and Stephen Gow
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
AI3SD video: internship talk – making music with automated processes and AI for the AI3SD Network - Mubin Kazmi
Type: Conference or Workshop Item
| 2022
AI3SD video: Bayesian optimisation in chemistry - Rubaiyat Khondaker
Type: Conference or Workshop Item
| 2022
Robustness under parameter and problem domain alterations of Bayesian optimization methods for chemical reactions - Rubaiyat Khondaker, Stephen Gow, Samantha Kanza, Jeremy G. Frey and Mahesan Niranjan
Type: Article
| 2022
AI3SD Video: Automated Rational Design of Metal-Organic Polyhedra - Aleksandar Kondinkski
Type: Conference or Workshop Item
| 2022
Type: Monograph
| 2022
| University of Southampton
AI3SD Video: The Crystal Isometry Principle - Vitaliy Kurlin
Type: Conference or Workshop Item
| 2022
L
Generative image quality improvement in omnidirectional free-viewpoint images and assessments - Qiaoge LI, Oto TAKEUCHI, Hidehiko SHISHIDO, Yoshinari KAMEDA, Hansung Kim and Itaru KITAHARA
Type: Article
| 2022
| Item not available on this server.
AI3SD video: development of a full stack for digital R&D in chemistry and chemical process development - Alexei A. Lapkin
Type: Conference or Workshop Item
| 2022
AI3SD Video: Introducing the Future Blood Testing Network - Weizi (Vicky) Li
Type: Conference or Workshop Item
| 2022
Electron tomography analysis of the prolamellar body and its transformation into grana thylakoids in the cryofixed Arabidopsis cotyledons - Zizhen Liang, Wai-Tsun Yeung, Juncai Ma, Keith Ka Ki Mai, Zhongyuan Liu, Yau-Lun Felix Chong, Xiaohao Cai and Byung-Ho Kang
Type: Article
| 2022
Robust 3D rotation invariant local binary pattern for volumetric texture classification - Shengyu Lu, Sasan Mahmoodi and Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
M
On the effects of artificial data modification - Antonia Marcu, Adam Prugel-Bennett and Antonia Marcu
Type: Conference or Workshop Item
| 2022
AI3SD video: internship talk – high-throughput generation of chemical isomers for the development of molecular models of biocrude oils - Francisco Martin-Martinez, Jeremy G. Frey and Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
State for linear discrete time-varying systems, with applications to dissipative systems - Thabiso Maupong and Paolo Rapisarda
Type: Article
| 2022
AI3SD Video: Interpreting opacity: understanding gaps in our explanations of artificial neural networks - William Mcneill
Type: Conference or Workshop Item
| 2022
Exploring the learning mechanisms of neural division modules - Bhumika Mistry, Katayoun Farrahi and Jonathon Hare
Type: Article
| 2022
Improving the robustness of neural multiplication units with reversible stochasticity - Bhumika Mistry, Katayoun Farrahi and Jonathon Hare
Type: UNSPECIFIED
| 2022
| arXiv
Type: Article
| 2022
AI4SD Video: Research to Startup - Samuel Munday
Type: Conference or Workshop Item
| 2022
N
AI3SD Video: Inference from Medical Images: Subspaces for Low Data Regimes - Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
AI3SD Video: ML1: Mathematical Foundations for ML - Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
AI3SD Video: ML2: Estimation with Machine Learning - Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
AI3SD Video: ML3: Classification and Clustering - Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
AI3SD Video: ML4: Linear Regression to Perceptron Convergence - Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
AI3SD Video: ML5: Radial Basis Functions and Multi-Layer Perceptrons - Mahesan Niranjan
Type: Conference or Workshop Item
| 2022
O
Group 7: Challenge: 3 - Defect detection in graphene sheets - James Osborne, Ellie Nelson, Edvin Mamo, Shaoqi Zhan and Steven Tendyra
Type: Monograph
| 2022
| University of Southampton
P
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
Type: Monograph
| 2022
| University of Southampton
Type: Monograph
| 2022
Type: Monograph
| 2022
| University of Southampton
British Society for Investigative Dermatology Annual Meeting 4th - 6th April 2022 Frederick Douglass Centre, Newcastle University, Newcastle Upon Tyne - Gemma Porter, Jenny Pople, Mahesan Niranjan, Michael Ardern-Jones and Marta Polak
Type: Meeting abstract
| 2022
| Item not available on this server.
Compositing foreground and background using variational autoencoders - Adam Prugel-Bennett, Zezhen Zeng and Jonathon Hare
Type: Conference or Workshop Item
| 2022
| Springer Cham
S
TinyOps: ImageNet Scale Deep Learning on Microcontrollers - Sulaiman Sadiq, Jonathon Hare, Partha Maji, Simon Craske and Geoff Merrett
Type: Conference or Workshop Item
| 2022
CI-SpliceAI—Improving machine learning predictions of disease causing splicing variants using curated alternative splice sites - Yaron Strauch, Jenny Lord, Mahesan Niranjan and Diana Baralle
Type: Article
| 2022
Type: Conference or Workshop Item
| 2022
Generative flows with invertible attentions - Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Radu Timofte and Luc Van Gool
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
AI3SD Video: RSC CICAG “Who we are, what we do and what we are planning” - Chris Swain and Jeremy G. Frey
Type: Conference or Workshop Item
| 2022
Group 1: Challenge: Task 1 - predict solubility given a large set of calculated features - Jonathan Swain, Bradley Patrick, Andrea Friso and Dan Criveanu
Type: Monograph
| 2022
| University of Southampton
T
Type: Monograph
| 2022
| University of Southampton
U
Group 2: Challenge: Task 3 - Detect defects in electron microscopy images - Ross J. Urquhart, Chris Woodley, Katerina Karoni, Jan Elsner and Daniel York
Type: Monograph
| 2022
| University of Southampton
V
Data-driven interpolation for super-scarce X-ray computed tomography - Emilien Valat, Katayoun Farrahi and Thomas Blumensath
Type: Monograph
| 2022
Sinogram enhancement with generative adversarial networks using shape priors - Emilien Valat, Katayoun Farrahi and Thomas Blumensath
Type: UNSPECIFIED
| 2022
Data-driven dissipativity analysis: application of the matrix S-lemma - Henk van Waarde, M. Kanat Camlibel, Paolo Rapisarda and Harry L. Trentelman
Type: Article
| 2022
W
S-prompts learning with pre-trained transformers: an Occam's Razor for domain incremental learning - Yabin Wang, Zhiwu Huang and Xiaopeng Hong
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
AI4SD Conference Report 2022 - Wendy Warr
Type: Monograph
| 2022
| University of Southampton
AI3SD Video: Open Access Publishing & Open Data - Alexander Whiteside
Type: Conference or Workshop Item
| 2022
The association between native myocardial T1 relaxation times and left atrial phasic structure and function: the UK Biobank Imaging Enhancement study - M Wong, J D Vargas, H Naderi, M Sanghvi, Z Raisi-Estabragh, A Suinesiaputra, R Bonazzola, R Attar, N Ravikumar, E Hann, S K Piechnik, S Neubauer, A F Frangi, S E Petersen and N Aung
Type: Article
| 2022
| Item not available on this server.
Trilevel neural architecture search for efficient single image super-resolution - Yan Wu, Zhiwu Huang, Suryansh Kumar, Rhea Sanjay Sukthanker, Radu Timofte and Luc Van Gool
Type: Conference or Workshop Item
| 2022
| Item not available on this server.
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Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale - Yan Xia, Xiang Chen, Nishant Ravikumar, Rahman Attar and Alejandro F. Frangi
Type: Article
| 2022
GrOD: deep learning with gradients orthogonal decomposition for knowledge transfer, distillation, and adversarial training - Haoyi Xiong, Ruosi Wan, Jian Zhao, Zeyu Chen, Xingjian Li, Zhanxing Zhu and Jun Huan
Type: Article
| 2022
Distributed power optimization of large wind farms using ADMM for real-time control - Zhiwei Xu, Bing Chu, Hua Geng and Xiaohong Nian
Type: Article
| 2022
Dynamic DNNs meet runtime resource management on mobile and embedded platforms - Lei Xun, Bashir Al-Hashimi, Jonathon Hare and Geoff Merrett
Type: Conference or Workshop Item
| 2022
Y
Guiding labelling effort for efficient learning with georeferenced images - Takaki Yamada, Miguel Massot Campos, Adam Prugel-Bennett, Oscar Pizarro, Stefan B. Williams and Blair Thornton
Type: Article
| 2022
GeoCLR: georeference contrastive learning for efficient seafloor image interpretation - Takaki Yamada, Adam Prugel-Bennett, Oscar Pizarro, Stefan B. Williams and Blair Thornton
Type: Article
| 2022
Scale-equivariant UNet for histopathology image segmentation - Yilong Yang, Srinandan Dasmahapatra and Sasan Mahmoodi
Type: Conference or Workshop Item
| 2022
| OpenReview
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Unsupervised representation learning via information compression - Zezhen Zeng, Jonathon Hare and Adam Prugel-Bennett
Type: Conference or Workshop Item
| 2022
| Springer
Parameter optimal iterative learning control design from model-based, data-driven to reinforcement learning - Yueqing Zhang, Bing Chu and Zhan Shu
Type: Article
| 2022
Multi-muscle functional electrical stimulation based wrist tremor suppression using repetitive control - Zan Zhang, Bing Chu, Yanhong Liu, Zhe Li and David H. Owens
Type: Article
| 2022
Modelling nonlinear dependencies in the latent space of inverse scattering - Juliusz Ziomek and Katayoun Farrahi
Type: Monograph
| 2022