A real-time c-v2x beamforming selector based on effective sequence to sequence prediction model using transitional matrix hard attention

V Elangovan, W Xiang, S Liu - IEEE Access, 2023 - ieeexplore.ieee.org
For C-V2X systems, the selection of the best beam in a real-time mode becomes an
increasingly critical and yet open topic. Most of the existing approaches adopt either …

A probabilistic hard attention model for sequentially observed scenes

SB Rangrej, JJ Clark - arXiv preprint arXiv:2111.07534, 2021 - arxiv.org
A visual hard attention model actively selects and observes a sequence of subregions in an
image to make a prediction. The majority of hard attention models determine the attention …

C-V2X Beam Prediction in the Era of Big Data Using Sequence to Sequence Model

V Elangovan - 2023 - deepblue.lib.umich.edu
The introduction of wireless connectivity to a world of automobiles brought many challenges
which was transformed to many innovations. Researchers worldwide continuously strive …

[图书][B] Visual Hard Attention Models Under Partial Observability

SB Rangrej - 2023 - search.proquest.com
Existing state-of-the-art recognition models achieve impressive performance but require a
complete scene which may not always be available. For example, sensing a complete scene …

[图书][B] Towards Adaptive Active Visual Agents

R Benmalek - 2022 - search.proquest.com
In recent years, deep learning has driven a series of major advances across machine
learning. As a result, vision and language systems have started to be broadly adapted in …

[图书][B] A developmental exploration of Chinese reading in a population of early readers: from eye movement control to textual coherence

X Fan - 2020 - search.proquest.com
The research described in this thesis explores the developmental characteristic of Chinese
reading in a population of young readers with different reading ability. There are two in …