Zobrazeno 1 - 10
of 4 863
pro vyhledávání: '"Argyros, A. A."'
We present Y-MAP-Net, a Y-shaped neural network architecture designed for real-time multi-task learning on RGB images. Y-MAP-Net, simultaneously predicts depth, surface normals, human pose, semantic segmentation and generates multi-label captions, al
Externí odkaz:
http://arxiv.org/abs/2411.10334
Autor:
Manos, Anastasios, Filipidou, Despina Elisabeth, Deliyannis, Ioannis, Pavlidis, Nikolaos, Argyros, Vasilis, Mazi, Ioanna
This work presents a personalized travel recommendation system developed as part of the INDIANA platform, designed to enhance the tourist experience through tailored activity suggestions, by leveraging data from wearable devices, user preferences, cu
Externí odkaz:
http://arxiv.org/abs/2411.12227
Enhancing Action Recognition by Leveraging the Hierarchical Structure of Actions and Textual Context
Autor:
Benavent-Lledo, Manuel, Mulero-Pérez, David, Ortiz-Perez, David, Garcia-Rodriguez, Jose, Argyros, Antonis
The sequential execution of actions and their hierarchical structure consisting of different levels of abstraction, provide features that remain unexplored in the task of action recognition. In this study, we present a novel approach to improve actio
Externí odkaz:
http://arxiv.org/abs/2410.21275
We present D-PoSE (Depth as an Intermediate Representation for 3D Human Pose and Shape Estimation), a one-stage method that estimates human pose and SMPL-X shape parameters from a single RGB image. Recent works use larger models with transformer back
Externí odkaz:
http://arxiv.org/abs/2410.04889
Autor:
Savathrakis, Giorgos, Argyros, Antonis
Transformers demonstrate competitive performance in terms of precision on the problem of vision-based object detection. However, they require considerable computational resources due to the quadratic size of the attention weights. In this work, we pr
Externí odkaz:
http://arxiv.org/abs/2409.07541
A Hereditarily Indecomposable (HI) Banach space $X$ admits an HI extension if there exists an HI space $Z$ such that $X$ is isomorphic to a subspace $Y$ of $Z$ and $Z/Y$ is of infinite dimension. The problem whether or not every HI space admits an HI
Externí odkaz:
http://arxiv.org/abs/2407.20030
Autor:
Argyros, Spiros A., González, Manuel
We provide a new proof of S. Bellenot's characterization of the extreme points of the unit ball $B_J$ of James quasi-reflexive space $J$. We also provide an explicit description of the norm of $J^{**}$ which yields an analogous characterization for t
Externí odkaz:
http://arxiv.org/abs/2406.14104
Autor:
Manousaki, Victoria, Bacharidis, Konstantinos, Gouidis, Filippos, Papoutsakis, Konstantinos, Plexousakis, Dimitris, Argyros, Antonis
In this work, we introduce (a) the new problem of anticipating object state changes in images and videos during procedural activities, (b) new curated annotation data for object state change classification based on the Ego4D dataset, and (c) the firs
Externí odkaz:
http://arxiv.org/abs/2405.12789
Autor:
Gouidis, Filippos, Papantoniou, Katerina, Papoutsakis, Konstantinos, Patkos, Theodore, Argyros, Antonis, Plexousakis, Dimitris
Publikováno v:
Proceedings of the AAAI Spring Symposium, 2024, pages 115-124
Domain-specific knowledge can significantly contribute to addressing a wide variety of vision tasks. However, the generation of such knowledge entails considerable human labor and time costs. This study investigates the potential of Large Language Mo
Externí odkaz:
http://arxiv.org/abs/2403.12151
Autor:
Pavlidakis, Manos, Vasiliadis, Giorgos, Mavridis, Stelios, Argyros, Anargyros, Chazapis, Antony, Bilas, Angelos
Modern GPU applications, such as machine learning (ML), can only partially utilize GPUs, leading to GPU underutilization in cloud environments. Sharing GPUs across multiple applications from different tenants can improve resource utilization and cons
Externí odkaz:
http://arxiv.org/abs/2401.09290