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cs.LG2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
Amirhossein Kazerouni, Soroush Mehraban, Michael Brudno +1
Implicit Neural Representations (INRs) are proving to be a powerful paradigm in unifying task modeling across diverse data domains, offering key advantages such as memory efficienc…
cs.CV2025
A Unified Theory of Sinusoidal Activation Families for Implicit Neural Representations
Alireza Morsali, MohammadJavad Vaez, Mohammadhossein Soltani +3
Implicit Neural Representations (INRs) model continuous signals with compact neural networks and have become a standard tool in vision, graphics, and signal processing. A central c…