output
20062023
most citedUsing Transfer Learning for Image-Based Cassava Disease Detection

710 citations

10 papers

hep-th2023★ 8 cited

QFT with Tensorial and Local Degrees of Freedom: Phase Structure from Functional Renormalization

Joseph Ben Geloun, Andreas G. A. Pithis, Johannes Thürigen

Field theories with combinatorial non-local interactions such as tensor invariants are interesting candidates for describing a phase transition from discrete quantum-gravitational…

cs.LG2023★ 1 cited

DBSCAN of Multi-Slice Clustering for Third-Order Tensors

Dina Faneva Andriantsiory, Joseph Ben Geloun, Mustapha Lebbah

Several methods for triclustering three-dimensional data require the cluster size or the number of clusters in each dimension to be specified. To address this issue, the Multi-Slic…

hep-th2021★ 8 cited

All-orders asymptotics of tensor model observables from symmetries of restricted partitions

Joseph Ben Geloun, Sanjaye Ramgoolam

The counting of the dimension of the space of polynomial invariants of a complex -index tensor as a function of degree is known in terms of a…

hep-th2020★ 11 cited

Signal detection in nearly continuous spectra and symmetry breaking

Vincent Lahoche, Dine Ousmane Samary, Mohamed Tamaazousti

The large scale behavior of systems having a large number of interacting degrees of freedom is suitably described using renormalization group, from non-Gaussian distributions. Reno…

cs.CV2017★ 710 cited

Using Transfer Learning for Image-Based Cassava Disease Detection

Amanda Ramcharan, Kelsee Baranowski, Peter McCloskey +3

Cassava is the third largest source of carbohydrates for human food in the world but is vulnerable to virus diseases, which threaten to destabilize food security in sub-Saharan Afr…

hep-th2010★ 98 cited

EPRL/FK Group Field Theory

Joseph Ben Geloun, Razvan Gurau, Vincent Rivasseau

The purpose of this short note is to clarify the Group Field Theory vertex and propagators corresponding to the EPRL/FK spin foam models and to detail the subtraction of leading di…