Search Results for author:
Found 7 papers, 2 papers with code
TERRA: Beam Management for Outdoor mm-Wave Networks
To avoid outage in transient pedestrian blockage of the LoS path, the mobile uses reflected or NLoS path available in indoor environments.
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments
Meta reinforcement learning (Meta-RL) is an approach wherein the experience gained from solving a variety of tasks is distilled into a meta-policy.
Terra: Blockage Resilience in Outdoor mmWave Networks
This allows the mobile to maintain time-synchronization with the base station, allowing it to revert to the LoS path when the temporary blockage disappears.
A Generalized Supervised Contrastive Learning Framework
Based on recent remarkable achievements of contrastive learning in self-supervised representation learning, supervised contrastive learning (SupCon) has successfully extended the batch contrastive approaches to the supervised context and outperformed cross-entropy on various datasets on ResNet.
Silent Tracker: In-band Beam Management for Soft Handover for mm-Wave Networks
In mm-wave networks, cell sizes are small due to high path and penetration losses.
Dirac Fast Scramblers
We introduce a family of Gross-Neveu-Yukawa models with a large number of fermion and boson flavors as higher dimensional generalizations of the Sachdev-Ye-Kitaev model.
Strongly Correlated Electrons High Energy Physics - Theory
Acquiring Axially-Symmetric Transparent Objects Using Single-View Transmission Imaging
We propose a novel, practical solution for high quality reconstruction of axially-symmetric transparent objects.
