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3rd DeLTA 2022: Lisbon, Portugal
- Ana Fred, Carlo Sansone
, Oleg Gusikhin, Kurosh Madani:
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022. SCITEPRESS 2022, ISBN 978-989-758-584-5
Invited Speakers
- Ioannis Pitas:
Deep Learning Methods for Human Posture Estimation. DeLTA 2022: 5 - Michal Irani:
"Deep Internal Learning": Deep Learning and Visual Inference without Prior Examples. DeLTA 2022: 7 - João Freitas:
Ethical Creation of Ethical Data. DeLTA 2022: 9
Papers
- Lerina Aversano, Mario Luca Bernardi, Vincenzo Calgano, Marta Cimitile, Concetta Esposito, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone:
Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy. DeLTA 2022: 15-24 - Florian Kirchbuchner, Moritz Andres, Julian von Wilmsdorff, Arjan Kuijper:
Neural Networks for Indoor Localization based on Electric Field Sensing. DeLTA 2022: 25-33 - Daniel Lehmann, Marc Ebner
:
Calculating the Credibility of Test Samples at Inference by a Layer-wise Activation Cluster Analysis of Convolutional Neural Networks. DeLTA 2022: 34-43 - Diogo Lopes da Silva, António Ramires Fernandes
:
Bridging the Gap between Real and Synthetic Traffic Sign Repositories. DeLTA 2022: 44-54 - Dhvani Katkoria, Jaya Sreevalsan-Nair
:
RoSELS: Road Surface Extraction for 3D Automotive LiDAR Point Cloud Sequence. DeLTA 2022: 55-67 - Luiz Sergio de Souza, Solange Nice Alves-Souza
, Lucia Vilela Leite Filgueiras, Leandro Manuel Reis Velloso
, Mailson Fontes de Carvalho, Luciano Anísio Garcia, Márcia Ito, Johne Marcus Jarske, Tânia Letícia dos Santos, Henrique Mathias Fernandes, Gabriela Momberg Araújo, Wesley Lourenço Barbosa:
Forecast of Dengue Cases based on the Deep Learning Approach: A Case Study for a Brazilian City. DeLTA 2022: 71-76 - Dávid Szeghy, Mahmoud Aslan
, Áron Fóthi, Balázs Mészáros, Zoltán Ádám Milacski, András Lorincz:
Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness. DeLTA 2022: 77-85 - Kostas Loumponias
, Andreas Kosmatopoulos, Theodora Tsikrika
, Stefanos Vrochidis, Ioannis Kompatsiaris:
A Faster Converging Negative Sampling for the Graph Embedding Process in Community Detection and Link Prediction Tasks. DeLTA 2022: 86-93 - Jurij Kuzmic, Günter Rudolph:
Real-time Distance Measurement in a 2D Image on Hardware with Limited Resources for Low-power IoT Devices (Radar Control System). DeLTA 2022: 94-101 - Gabriele Galatolo, Matteo Papi, Andrea Spinelli, Guglielmo Giomi, Andrea Zedda, Marco Calderisi:
Creating an Automatic Road Sign Inventory System using a Fully Deep Learning-based Approach. DeLTA 2022: 102-109 - Tadele Mengiste, Birhanu Hailu Belay, Bezawork Tilahun, Tsiyon Worku, Tesfa Tegegne:
RRConvNet: Recursive-residual Network for Real-life Character Image Recognition. DeLTA 2022: 110-116 - Farzana Anowar, Samira Sadaoui, Hardik Dalal:
An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series. DeLTA 2022: 117-124 - Konstantin Bogdanoski
, Kostadin Mishev, Dimitar Trajanov:
Blanket Clusterer: A Tool for Automating the Clustering in Unsupervised Learning. DeLTA 2022: 125-131 - Maja Mitreska, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska:
xAMR: Cross-lingual AMR End-to-End Pipeline. DeLTA 2022: 132-139 - Kalaimagal Ramakrishnan
, Vimala Balakrishnan, Kumanan Govaichelvan
:
Linguistic Feature-based Classification for Anger and Anticipation using Machine Learning. DeLTA 2022: 140-147 - Mehrdad Rezaei, Nasseh Tabrizi:
Recommender System using Reinforcement Learning: A Survey. DeLTA 2022: 148-159 - Ana Rita Bamansá Siles Machado, Heitor Cardoso, Plinio Moreno
, Alexandre Bernardino
:
Active Data Collection of Health Data in Mobile Devices. DeLTA 2022: 160-167 - Mariana Fidalgo Fernandes, Plinio Moreno
:
Open-domain Conversational Agent based on Pre-trained Transformers for Human-Robot Interaction. DeLTA 2022: 168-175 - Richard Marcus, Niklas Knoop, Bernhard Egger, Marc Stamminger:
A Lightweight Machine Learning Pipeline for LiDAR-simulation. DeLTA 2022: 176-183 - Kamil Choromanski, Joanna Kozakiewicz, Mateusz Sobucki, Magdalena Pilarska-Mazurek, Robert Olszewski:
Analysis of Ensemble of Neural Networks and Fuzzy Logic Classification in Process of Semantic Segmentation of Martian Geomorphological Settings. DeLTA 2022: 184-192 - Murielle Souvenir Lokonon, Vinasétan Ratheil Houndji:
Automatic UML Defects Detection based on Image of Diagram. DeLTA 2022: 193-198 - Marco Parola
, Federico A. Galatolo, Matteo Torzoni, Mario G. C. A. Cimino, Gigliola Vaglini:
Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin. DeLTA 2022: 199-206 - Stefano Marrone
, Carlo Sansone
:
Identifying Users' Emotional States through Keystroke Dynamics. DeLTA 2022: 207-214
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