11 citations · 16 across the 9 of their papers we have counts for
9 papers
SelfOccFlow: Towards end-to-end self-supervised 3D Occupancy Flow prediction
Xavier Timoneda, Markus Herb, Fabian Duerr +1
Estimating 3D occupancy and motion at the vehicle's surroundings is essential for autonomous driving, enabling situational awareness in dynamic environments. Existing approaches jo…
Multi-modal NeRF Self-Supervision for LiDAR Semantic Segmentation
Xavier Timoneda, Markus Herb, Fabian Duerr +2
LiDAR Semantic Segmentation is a fundamental task in autonomous driving perception consisting of associating each LiDAR point to a semantic label. Fully-supervised models have wide…
Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks
Xavier Timoneda, Lukas Cavigelli
Logic optimization is an NP-hard problem commonly approached through hand-engineered heuristics. We propose to combine graph convolutional networks with reinforcement learning and…
Radiation pattern prediction for Metasurfaces: A Neural Network based approach
Hamidreza Taghvaee, Akshay Jain, Xavier Timoneda +4
As the current standardization for the 5G networks nears completion, work towards understanding the potential technologies for the 6G wireless networks is already underway. One of…
Exploration of Intercell Wireless Millimeter-Wave Communication in the Landscape of Intelligent Metasurfaces
Anna C. Tasolamprou, Alexandros Pitilakis, Sergi Abadal +19
Software-defined metasurfaces are electromagnetically ultra-thin, artificial components that can provide engineered and externally controllable functionalities. The control over th…
Engineer the Channel and Adapt to it: Enabling Wireless Intra-Chip Communication
Xavier Timoneda, Sergi Abadal, Antonio Franques +5
Ubiquitous multicore processors nowadays rely on an integrated packet-switched network for cores to exchange and share data. The performance of these intra-chip networks is a key d…
Modeling the EM Field Distribution within a Computer Chip Package
Xavier Timoneda, Sergi Abadal, Albert Cabellos-Aparicio +1
Wireless Network-on-Chip (WNoC) appears as a promising alternative to conventional interconnect fabrics for chip-scale communications. The study of the channel inside the chip is e…
Channel Characterization for Chip-scale Wireless Communications within Computing Packages
Xavier Timoneda, Albert Cabellos-Aparicio, Dionysios Manessis +2
Wireless Network-on-Chip (WNoC) appears as a promising alternative to conventional interconnect fabrics for chip-scale communications. WNoC takes advantage of an overlaid network c…
Millimeter-Wave Propagation within a Computer Chip Package
X. Timoneda, S. Abadal, A. Cabellos-Aparicio +5
Wireless Network-on-Chip (WNoC) appears as a promising alternative to conventional interconnect fabrics for chip-scale communications. The WNoC paradigm has been extensively analyz…