Buchumschlag

Method of managing the execution of tasks of a multithreaded program according to a given dependency graph

This article examines the effectiveness of pre-training generative model based on a visual transformer and subsequent fine tuning for image classification tasks. The main problem of the study is the poor training efficiency of the visual transformer on a limited amount of data. It is possible to imp...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Datum:	2024
Hauptverfasser:	Terentiev, R.V., Ivanenko, P.А.
Format:	Artikel
Sprache:	Ukrainisch
Veröffentlicht:	PROBLEMS IN PROGRAMMING 2024
Schlagworte:	vision transformers generative models image classification pre-training transfer learning UDC 004.855.5
Online Zugang:	https://pp.isofts.kiev.ua/index.php/ojs1/article/view/643
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!
Назва журналу:	Problems in programming
Завантажити файл:

Institution

Problems in programming

Ähnliche Einträge

Method of managing the execution of tasks of a multithreaded program according to a given dependency graph
von: Nesterenko, K.P., et al.
Veröffentlicht: (2024)

Developing a semantic image model using machine learning based on convolutional neural networks
von: Andon, P.I., et al.
Veröffentlicht: (2020)

An object classification technique on aerial and space imagery under low separability of recognition features
von: Andreiev, Artem
Veröffentlicht: (2023)

Adaptive ensemble decision integration for indicator of resource security: methodology and statistical validation of stability
von: Ilyina, O.P., et al.
Veröffentlicht: (2026)

Classification of BPG-Based Lossy Compressed Noisy Images
von: Proskura, Galina, et al.
Veröffentlicht: (2024)

Predicting Filtered Image Quality Using Transfer Learning on Sentinel-1 Speckle Noise with DenseNet-121
von: Al-Senaikh, Raed, et al.
Veröffentlicht: (2025)

Analysis of “mixing” combination rules and Smet’s combination rule
von: Alpert, Sofiia
Veröffentlicht: (2019)

Application of deep learning and computer vision frameworks for solving video context prediction problem
von: Voloshyn, D.
Veröffentlicht: (2018)

Granulation of object features values as a means of structural recognition methods efficiency rise
von: Gorokhovatskiy, V. A., et al.
Veröffentlicht: (2014)

A method of adaptive binarization of halftone images with additional processing on use of signal-to-noise ratio
von: Egorov, P. M., et al.
Veröffentlicht: (2020)

A new approach to the application of conflict redistribution rule in Satellite Image Classification
von: Alpert, Sofiia
Veröffentlicht: (2020)

On the technology of creation of new technologies in the area of remote sensing of the Earth
von: Popov, Mykhailo
Veröffentlicht: (2018)

Big Data Analytics: principles, trends and tasks (a survey)
von: Balabanov, O.S.
Veröffentlicht: (2019)

Tasks and methods of Big Data analysis (a survey)
von: Balabanov, O.S.
Veröffentlicht: (2019)

Analysis of landscape diversity of Ukrainian Polissіa for 2001–2012 years based on classified satellite images EOS/MODIS
von: Krasnopir, Olena
Veröffentlicht: (2015)

A Convolutional Neural Network Model and Software Tool for Classifying the Presence of a Medical Mask on a Human Face
von: Hryhorenko, Y.S., et al.
Veröffentlicht: (2023)

Self-learning neural network technologies in the systems of structural recognition of visual objects
von: Berestovskii, A. E., et al.
Veröffentlicht: (2015)

Adequate velocity model as a basis for effective seismic imaging when mapping hydrocarbon traps associated with salt domes
von: Tiapkina, O., et al.
Veröffentlicht: (2015)

Bounds for graphs of given girth and generalized polygons
von: Benkherouf, L., et al.
Veröffentlicht: (2002)

Machine learning methods analysis in the document classification problem
von: Zhyrkova, A.P., et al.
Veröffentlicht: (2021)

Low frequency signal classification using clustering methods
von: Rahozin, D.V., et al.
Veröffentlicht: (2024)

Applying spectral decomposition to seismic facies clustering with unsupervised machine learning
von: Malikov, Ruslan, et al.
Veröffentlicht: (2025)

Implication of satellite images in studying potential hydrocarbon resources in the licence Blocks 9 and 11, the exclusive economic zones of Egypt and Cyprus
von: Rusakov, O. M., et al.
Veröffentlicht: (2018)

The purpose and tasks of the National Police of Ukraine as a central executive body
von: Ye. P. Shylo
Veröffentlicht: (2017)

A prediction of the frequency of non-periodic signals based on convolutional neural networks
von: Subbotin, S. A., et al.
Veröffentlicht: (2018)

Using fast algorithms for calculation of the correlation and convolution to prepare reference images
von: Tsybulska, Y. O.
Veröffentlicht: (2018)

Theoretical basis for a new approach to the problem of identifying the results of cloning in digital images stored in lossy formats
von: Kobozeva, A. A., et al.
Veröffentlicht: (2015)

A method for integrating images of different wave bands with the goal of creating universal references for combined correlation-extreme navigation systems
von: Mezentsev, A. V., et al.
Veröffentlicht: (2018)

Hardness of reoptimization of the problem of calculating the chromatic number of a graph with a given set of optimal solutions
von: V. A. Mikhajljuk
Veröffentlicht: (2016)

Multilayer perceptron as the primary instrument for image clustering
von: Gorokhovatskiy, O. V., et al.
Veröffentlicht: (2016)

Features of building recommendation systems based on neural network technology using multithreading
von: Komleva, N.O., et al.
Veröffentlicht: (2023)

Features of building recommendation systems based on neural network technology using multithreading
von: Komleva, N.O., et al.
Veröffentlicht: (2022)

Convolutional neural network model and software for classification of typical pests
von: Bezliudnyi, Y.S., et al.
Veröffentlicht: (2022)

An application of the modern methods for satellite image processing for solution of problems of environmental monitoring
von: Alpert, Sofiia
Veröffentlicht: (2024)

Strange Images in Remote Sensing and Their Properties
von: Li, Fangfang, et al.
Veröffentlicht: (2023)

An improvement of the box-covering method for solving noisy image processing tasks
von: Терлецький, С. В., et al.
Veröffentlicht: (2025)

Fractal method of forming etalon images in vision systems
von: Yuzefovich, V. V., et al.
Veröffentlicht: (2015)

Use of remote sensing results in the tasks of navigational and hydrographic situation monitoring
von: Shchyptsov, Olexandr A., et al.
Veröffentlicht: (2020)

Application of neural networks in OLAP-systems
von: Nabibayeva, G.Ch.
Veröffentlicht: (2024)

An analysis of ways to improve the speed performance of algorithms for combining images in a combined correlation-extremal navigation systems of aircrafts
von: Mezentsev, A. V., et al.
Veröffentlicht: (2017)