5 citations · 18 across the 15 of their papers we have counts for
3 papers · 1 filter
Graph Convolutional Network for Multi-Target Multi-Camera Vehicle Tracking
Elena Luna, Juan Carlos San Miguel, José María Martínez +1
This letter focuses on the task of Multi-Target Multi-Camera vehicle tracking. We propose to associate single-camera trajectories into multi-camera global trajectories by training…
Attention-based Knowledge Distillation in Multi-attention Tasks: The Impact of a DCT-driven Loss
Alejandro López-Cifuentes, Marcos Escudero-Viñolo, Jesús Bescós +1
Knowledge Distillation (KD) is a strategy for the definition of a set of transferability gangways to improve the efficiency of Convolutional Neural Networks. Feature-based Knowledg…
A study on the distribution of social biases in self-supervised learning visual models
Kirill Sirotkin, Pablo Carballeira, Marcos Escudero-Viñolo
Deep neural networks are efficient at learning the data distribution if it is sufficiently sampled. However, they can be strongly biased by non-relevant factors implicitly incorpor…