Weight-Space Learning for Implicit Neural Representations

Italian Ministry of Education, University and Research; Italia; In loco; EUR 30.000 - 42.000; Tempo pieno

Descrizione del lavoro

Alma Mater Studiorum - University of Bologna, Dipartimento di Informatica, Scienza e Ingegneria invites applications for a researcher role to study the state of the art on implicit neural representations (INRs) and metanetworks. The project involves developing specifications for INR datasets, shared initializations, and permutation symmetries in neural networks.

You will work on INR alignment algorithms, interpolation optimization, and the training and validation of metanetworks, contributing to

Mansioni

• Study the state of the art on INRs (Implicit Neural Representations) and metanetworks for INR processing.
• Define specifications for building datasets of INRs representing images and 3D data with shared and arbitrary initialization.
• Develop INR alignment algorithms and interpolation optimization procedures.
• Train and validate metanetworks for INR processing.

Descrizione del lavoro

Alma Mater Studiorum - University of Bologna, Dipartimento di Informatica, Scienza e Ingegneria invites applications for a researcher role to study the state of the art on implicit neural representations (INRs) and metanetworks. The project involves developing specifications for INR datasets, shared initializations, and permutation symmetries in neural networks.

You will work on INR alignment algorithms, interpolation optimization, and the training and validation of metanetworks, contributing to