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cs.CV2024
Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model
Ali Hamza, Aizea Lojo, Adrian Núñez-Marcos +1
This paper introduces Ali-AUG, a novel single-step diffusion model for efficient labeled data augmentation in industrial applications. Our method addresses the challenge of limited…
cs.LG2024
Towards Active Participant Centric Vertical Federated Learning: Some Representations May Be All You Need
Jon Irureta, Jon Imaz, Aizea Lojo +3
Existing Vertical FL (VFL) methods often struggle with realistic and unaligned data partitions, and incur into high communication costs and significant operational complexity. This…