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Adapting a style based generative adversarial network to create images depicting cleft lip deformity
Published 2025-01-01“…Abstract Training a machine learning system to evaluate any type of facial deformity is impeded by the scarcity of large datasets of high-quality, ethics board-approved patient images. …”
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1722
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1723
T-LLaMA: a Tibetan large language model based on LLaMA2
Published 2024-12-01“…To address the lack of corpus, we constructed a Tibetan dataset comprising 2.2 billion characters. Furthermore, we augmented the vocabulary of LLaMA2 from META AI by expanding the Tibetan vocabulary using SentencePiece. …”
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1724
Unsupervised domain adaptation teacher–student network for retinal vessel segmentation via full-resolution refined model
Published 2025-01-01“…If we train a highly accurate segmentation model on one dataset (source domain) and apply it to another dataset (target domain) with a different data distribution, the segmentation accuracy will drop sharply, which is called the domain shift problem. …”
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1725
An Intelligent Ship Image/Video Detection and Classification Method with Improved Regressive Deep Convolutional Neural Network
Published 2020-01-01“…Thus, this paper makes a self-built dataset for the ship image/video detection and classification, and its method based on an improved regressive deep convolutional neural network is presented. …”
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1726
Raw Camera Data Object Detectors: An Optimisation for Automotive Video Processing and Transmission
Published 2025-01-01“…This work investigates DNN based detection using (for training and evaluation) Bayer frames, generated from a benchmarking automotive dataset (i.e. KITTI dataset). A Deep Neural Network (DNN) is deployed in an unmodified form, and also modified to accept only single channel frames, such as Bayer frames. …”
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1727
Prediction of COVID-19 Confirmed, Death, and Cured Cases in India Using Random Forest Model
Published 2021-06-01“…We are performing this analysis based on the cases occurring in different states of India in chronological dates. Our dataset contains multiple classes so we are performing multi-class classification. …”
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1728
Improved Ozone Level Detection through Feature Selection with Modified Whale Optimization Algorithm
Published 2024-03-01“…The experiments run proposed approaches on a multivariate time-series dataset with 20 repetitions. The evaluation criteria include processing time, number of features selected, and classification accuracy obtained by the kNN classifier. …”
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1729
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1730
Cross-Community Question Relevance Prediction for Stack Overflow and GitHub
Published 2025-01-01“…Due to the lack of existing datasets, we construct a dataset named Question-Issue dataset (QI), consisting of Stack Overflow questions, GitHub issues, and the corresponding question-issue relevance, containing 240,000 related SO question-GH issue pairs and 470,000 unrelated pairs. …”
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1731
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1732
Evaluating the method reproducibility of deep learning models in biodiversity research
Published 2025-02-01“…We manually extract the availability of these variables from a curated dataset comprising 100 publications identified using the keywords provided by biodiversity experts. …”
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1733
Recognition model for major depressive disorder in Arabic user-generated content
Published 2025-01-01“…The dataset was constructed in two variants, one with binary classification and the other with multi-classification. …”
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1734
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Securing Brain-to-Brain Communication Channels Using Adversarial Training on SSVEP EEG
Published 2025-01-01“…Specifically, the Lee2019_SSVEP dataset exhibited a 24% increase in accuracy and a 0.23-point improvement in AUC, while the Nakanishi2015 dataset demonstrated improvements of 9% and 0.07 points, respectively. …”
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1737
Small world of the miRNA science drives its publication dynamics
Published 2023-01-01“…Those vectors for all affiliations in the dataset are further lexicographically sorted, forming groups of organization mentions. …”
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1738
Arabic Speech Recognition Based on Encoder-Decoder Architecture of Transformer
Published 2023-03-01“…The proposed system was evaluated on the common voice 8.0 dataset without using the language model. …”
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1740
Combining Region-Guided Attention and Attribute Prediction for Thangka Image Captioning Method
Published 2025-01-01“…On the COCO dataset in the natural domain, RGFEAP achieves performance comparable to other state-of-the-art models, showcasing its strong adaptability.…”
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