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09/11/2023
SparseSwin: Swin Transformer with Sparse Transformer Block
Advancements in computer vision research have put transformer architectu...
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08/03/2023
IndoHerb: Indonesia Medicinal Plants Recognition using Transfer Learning and Deep Learning
Herbal plants are nutritious plants that can be used as an alternative t...
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07/27/2023
Mixture of Self-Supervised Learning
Self-supervised learning is popular method because of its ability to lea...
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07/22/2023
Synthesis of Batik Motifs using a Diffusion – Generative Adversarial Network
Batik, a unique blend of art and craftsmanship, is a distinct artistic a...
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07/22/2023
Sparse then Prune: Toward Efficient Vision Transformers
The Vision Transformer architecture is a deep learning model inspired by...
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02/10/2023
Text recognition on images using pre-trained CNN
A text on an image often stores important information and directly carri...
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01/25/2023
Prediction of COVID-19 by Its Variants using Multivariate Data-driven Deep Learning Models
The Coronavirus Disease 2019 or the COVID-19 pandemic has swept almost a...
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01/14/2023
Gated Self-supervised Learning For Improving Supervised Learning
In past research on self-supervised learning for image classification, t...
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07/10/2022
Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction
Coronavirus disease or COVID-19 is an infectious disease caused by the S...
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07/04/2022
Classification of Alzheimer's Disease Using the Convolutional Neural Network (CNN) with Transfer Learning and Weighted Loss
Alzheimer's disease is a progressive neurodegenerative disorder that gra...
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05/25/2022
Image Colorization using U-Net with Skip Connections and Fusion Layer on Landscape Images
We present a novel technique to automatically colorize grayscale images ...
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03/22/2022
Mask Usage Recognition using Vision Transformer with Transfer Learning and Data Augmentation
The COVID-19 pandemic has disrupted various levels of society. The use o...
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03/09/2022
Attention-effective multiple instance learning on weakly stem cell colony segmentation
The detection of induced pluripotent stem cell (iPSC) colonies often nee...
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07/14/2021
BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews
User reviews have an essential role in the success of the developed mobi...
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07/14/2021
Indonesia's Fake News Detection using Transformer Network
Fake news is a problem faced by society in this era. It is not rare for ...
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07/14/2021
Large-Scale News Classification using BERT Language Model: Spark NLP Approach
The rise of big data analytics on top of NLP increases the computational...
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12/17/2020
Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN
3D Convolutional Neural Network (3D CNN) captures spatial and temporal i...
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09/16/2020
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image
The detection of retinal blood vessels, especially the changes of small ...
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05/10/2020
COVID-19 growth prediction using multivariate long short term memory
Coronavirus disease (covid-19) spread forecasting is an important task t...
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07/22/2018
Correlation Net : spatio temporal multimodal deep learning
This paper describes a network that is able to capture spatiotemporal co...
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04/28/2018
Evaluation of Feature Detector-Descriptor for Real Object Matching under Various Conditions of Ilumination and Affine Transformation
This study attempts to provide explanations, descriptions and evaluation...
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02/09/2018
