Search Results for author: Dolores Garcia

Found 3 papers, 0 papers with code

Towards Particle Flow Event Reconstruction at the Future Circular Collider with GNNs

no code implementations NeurIPS GLFrontiers Workshop 2023 Dolores Garcia, Gregor Kržmanc, Philipp Zehetner, Jan Kieseler, Michele Selvaggi

Reconstructing particles properties from raw signals measured in particle physics detectors is a challenging task due to the complex shapes of the showers, variety in density and sparsity.

Fast and Sample-Efficient Domain Adaptation for Autoencoder-Based End-to-End Communication

no code implementations29 Sep 2021 Jayaram Raghuram, Yijing Zeng, Dolores Garcia, Somesh Jha, Suman Banerjee, Joerg Widmer, Rafael Ruiz

In this paper, we address the setting where the target domain has only limited labeled data from a distribution that is expected to change frequently.

Domain Adaptation

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