5 citations
- Óscar Martínez Mozos2 profiles4 · h 32
- Shoko Miyauchi2 profiles2 · h 5
- A. I. Lichtenstein1 · h 7
- A. Loutfi1 · h 36
- Chujie Chang1 · h 0
- Eduardo Gutiérrez-Maestro1 · h 3
- Enrico Scala1 · h 2
- E. Stepanov1 · h 7
- Francisco M. Calatrava-Nicolás1 · h 3
- Hugo U. R. Strand1 · h 1
- K. Morooka1 · h 13
- L. Morillo-Méndez1 · h 5
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cs.LG2026★ 3 cited
Context-free Self-Conditioned GAN for Trajectory Forecasting
Tiago Rodrigues de Almeida, Eduardo Gutierrez Maestro, Oscar Martinez Mozos
In this paper, we present a context-free unsupervised approach based on a self-conditioned GAN to learn different modes from 2D trajectories. Our intuition is that each mode indica…
cs.LG2026★ 2 cited
Embedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity Recognition
Francisco M. Calatrava-Nicolás, Shoko Miyauchi, Vitor Fortes Rey +3
This paper addresses the problem of Human Activity Recognition (HAR) using data from wearable inertial sensors. An important challenge in HAR is the model's generalization capabili…