no code implementations • 31 Jul 2023 • Jiuhong Xiao, Gao Zhu, Giuseppe Loianno
In this work, we present a novel unified VG-SSL framework with the goal to enhance performance and training efficiency on a large VG dataset by SSL methods.
1 code implementation • 5 Jun 2023 • Jiuhong Xiao, Daniel Tortei, Eloy Roura, Giuseppe Loianno
This paper proposes a novel thermal geo-localization framework using satellite RGB imagery, which includes multiple domain adaptation methods to address the limited availability of paired thermal and satellite images.
no code implementations • 22 Apr 2022 • Jiuhong Xiao, Lavisha Aggarwal, Prithviraj Banerjee, Manoj Aggarwal, Gerard Medioni
We present a novel Identity Preserving Reconstruction (IPR) loss function which achieves Bits-Per-Pixel (BPP) values that are ~38% and ~42% of CRF-23 HEVC compression for LFW (low-resolution) and CelebA-HQ (high-resolution) datasets, respectively, while maintaining parity in recognition accuracy.
no code implementations • 5 Jan 2022 • Yang Zhou, Jiuhong Xiao, Yue Zhou, Giuseppe Loianno
Multi-robot systems such as swarms of aerial robots are naturally suited to offer additional flexibility, resilience, and robustness in several tasks compared to a single robot by enabling cooperation among the agents.