155 citations · 761 across the 23 of their papers we have counts for
23 papers
Confidence is Not Reliability: Rethinking MC Dropout in Brain Tumour Segmentation
Xin Ci Wong, Duygu Sarikaya, Kieran Zucker +2
Glioma segmentation in multiparametric MRI is a critical component of treatment planning. A segmentation model that fails silently on treatment-critical sub-regions represents a pa…
DisentangleFormer: Spatial-Channel Decoupling for Multi-Channel Vision
Jiashu Liao, Pietro Liò, Marc de Kamps +1
Vision Transformers face a fundamental limitation: standard self-attention jointly processes spatial and channel dimensions, leading to entangled representations that prevent indep…
Syntactic Knowledge via Graph Attention with BERT in Machine Translation
Yuqian Dai, Serge Sharoff, Marc de Kamps
Although the Transformer model can effectively acquire context features via a self-attention mechanism, deeper syntactic knowledge is still not effectively modeled. To alleviate th…
GATology for Linguistics: What Syntactic Dependencies It Knows
Yuqian Dai, Serge Sharoff, Marc de Kamps
Graph Attention Network (GAT) is a graph neural network which is one of the strategies for modeling and representing explicit syntactic knowledge and can work with pre-trained mode…
Evaluating Muscle Synergies with EMG Data and Physics Simulation in the Neurorobotics Platform
Benedikt Feldotto, Cristian Soare, Alois Knoll +4
Although we can measure muscle activity and analyze their activation patterns, we understand little about how individual muscles affect the joint torque generated. It is known that…
Generalised linear models for prognosis and intervention: Theory, practice, and implications for machine learning
Kellyn F. Arnold, Vinny Davies, Marc de Kamps +3
Prediction and causal explanation are fundamentally distinct tasks of data analysis. In health applications, this difference can be understood in terms of the difference between pr…
Population Density Equations for Stochastic Processes with Memory Kernels
Yi Ming Lai, Marc de Kamps
We present a novel method for solving population density equations (PDEs), where the populations can be subject to non-Markov noise for arbitrary distributions of jump sizes. The m…
A Generic Approach to Solving Jump Diffusion Equations with Applications to Neural Populations
Marc de Kamps
Diffusion processes have been applied with great success to model the dynamics of large populations throughout science, in particular biology. One advantage is that they bridge two…
Study of Photon Dissociation in Diffractive Photoproduction at HERA
ZEUS Collaboration, M. Derrick et al
Diffractive dissociation of quasi-real photons at a photon-proton centre of mass energy of W ~ 200 GeV is studied with the ZEUS detector at HERA. The process under consideration is…
Measurement of the F2 structure function in deep inelastic scattering using 1994 data from the ZEUS detector at HERA
ZEUS Collaboration
We present measurements of the structure function \Ft\ in scattering at HERA in the range $3.5\;\Gevsq < \qsd < 5000\;\Gevsq$. A new reconstruction method has allowed a sign…
Study of Charged-Current ep Interactions at Q2 > 200 GeV2 with the ZEUS Detector at HERA
ZEUS Collaboration
Deep inelastic charged--current reactions have been studied in and collisions at a center of mass energy of about $300\,\gev$ in the kinematic region $Q^2\greater200\…
Dijet Angular Distributions in Direct and Resolved Photoproduction at HERA
ZEUS Collaboration
Jet photoproduction, where the two highest transverse energy ($\ETJ$) jets have $\ETJ$ above 6 GeV and a jet-jet invariant mass above 23~GeV, has been studied with the ZEUS detecto…
Measurement of Elastic Photoproduction at HERA
ZEUS Collaboration
The production of mesons in the reaction () at a median of has been studied with the ZEUS…
Inclusive Charged Particle Distributions in Deep Inelastic Scattering Events at HERA
The ZEUS Collaboration
A measurement of inclusive charged particle distributions in deep inelastic scattering for centre-of-mass energies ~GeV and momentum transfer squared $10<…
Measurement of from Jet Rates in Deep Inelastic Scattering at HERA
The ZEUS Collaboration
Jet production in deep inelastic scattering for ~GeV has been studied using data from an integrated luminosity of 3.2~pb collected with the ZEUS detector a…
Diffractive Hard Photoproduction at HERA and Evidence for the Gluon Content of the Pomeron
ZEUS Collaboration
Inclusive jet cross sections for events with a large rapidity gap with respect to the proton direction from the reaction with quasi-real photons have…
Neutral strange particle production in deep inelastic scattering at HERA
ZEUS Collaboration
This paper presents measurements of \k\ and \lam\ production in neutral current, deep inelastic scattering of 26.7 GeV electrons and 820 GeV protons in the kinematic range $ 10 < Q…
Measurement of the Cross Section for the Reaction $γp \to \jpsi~p$ with the ZEUS Detector at HERA
ZEUS Collaboration
This paper reports the cross section measurements for the process ep e~\jpsi~p for GeV at GeV, based on an integrated luminosity of abou…
Inclusive transverse momentum distributions of charged particles in diffractive and non--diffractive photoproduction at HERA
ZEUS Collaboration
Inclusive transverse momentum spectra of charged particles in photoproduction events in the laboratory pseudorapidity range have been measured up to $p_{T}=8\GeV $ usi…
Jet production in high Q^2 deep-inelastic eo scattering at HERA
ZEUS Collaboration
Two-jet production in deep-inelastic electron-proton scattering has been studied for ~GeV, and with the ZEUS detector at HERA. The kine…
Study of D*(2010)+- Production in ep Collisions at HERA
ZEUS Collaboration
We report the first observation of charmed mesons with the ZEUS detector at HERA using the decay channel ${\rm D}^{*+}\rightarrow (\Do \rightarrow {\rm K}^-π^+)π^+$ (+ c.c.). Clear…
Measurement of multiplicity and momentum spectra in the current fragmentation region of the Breit frame at HERA
ZEUS Collaboration
Charged particle production has been measured in Deep Inelastic Scattering (DIS) events using the ZEUS detector over a large range of from 10 to . The evol…
Observation of hard scattering in photoproduction events with a large rapidity gap at HERA
ZEUS Collaboration
Events with a large rapidity gap and total transverse energy greater than 5 GeV have been observed in quasi-real photoproduction at HERA with the ZEUS detector. The distribution of…