2 papers
cs.LG2026
Representation Gap: Explaining the Unreasonable Effectiveness of Neural Networks from a Geometric Perspective
David Perera, Victor Moura, Lais Isabelle Alves dos Santos +2
Characterizing precisely the asymptotic generalization error of neural networks using parameters that can be estimated efficiently is a crucial problem in machine learning, which r…
cs.CV2025
Locally Controlled Face Aging with Latent Diffusion Models
Lais Isabelle Alves dos Santos, Julien Despois, Thibaut Chauffier +2
We present a novel approach to face aging that addresses the limitations of current methods which treat aging as a global, homogeneous process. Existing techniques using GANs and d…