Search: synthetic dataset — Academic Articles

A Nonparametric Model for Multi-Manifold Clustering with Mixture of Gaussians and Graph Consistency

Xulun Ye, Jieyu Zhao, Yu Chen • Entropy (2018)

Multi-manifold clustering is among the most fundamental tasks in signal processing and machine learning. Although the existing multi-manifold clustering methods are quite powerful, learning the cluster number automatically from data is stil...

DOAJ Open Access (DOAJ) DOI: 10.3390/e20110830

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Enhancing educational semantic retrieval through dual objective fine tuning of open source embedding models

Ramteja Sajja, Yusuf Sermet, Ibrahim Demir • Discover Education (2026)

Abstract Recent advances in AI have catalyzed the adoption of intelligent educational tools, yet many semantic retrieval systems remain ill-suited to the unique linguistic and structural characteristics of academic content. This study prese...

DOAJ Open Access (DOAJ) DOI: 10.1007/s44217-026-01825-y

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Soft–Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal

Eirini Cholopoulou, Dimitrios E. Diamantis, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis • IEEE Access (2026)

Effective shadow removal is pivotal in enhancing visual image quality in applications such as computer vision and digital photography. During the last decades physics-based and machine learning methodologies have been proposed; however, mos...

DOAJ Open Access (DOAJ) DOI: 10.1109/ACCESS.2026.3728048

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DAPS3D: Domain Adaptive Projective Segmentation of 3D LiDAR Point Clouds

Alexey A. Klokov, Di Un Pak, Aleksandr Khorin, Dmitry A. Yudin et al. • IEEE Access (2023)

LiDARs are one of the key sources of reliable environmental ranging information for autonomous vehicles. However, segmentation of 3D scene elements (roads, buildings, people, cars, etc.) based on LiDAR point clouds has limitations. On the o...

DOAJ Open Access (DOAJ) DOI: 10.1109/ACCESS.2023.3298706

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Representations and Benchmarking of Modern Visual SLAM Systems

Yuchen Cao, Lan Hu, Laurent Kneip • Sensors (2020)

Simultaneous Localisation And Mapping (SLAM) has long been recognised as a core problem to be solved within countless emerging mobile applications that require intelligent interaction or navigation in an environment. Classical solutions to ...

DOAJ Open Access (DOAJ) DOI: 10.3390/s20092572

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Academic Articles & Research Papers

A Nonparametric Model for Multi-Manifold Clustering with Mixture of Gaussians and Graph Consistency

Enhancing educational semantic retrieval through dual objective fine tuning of open source embedding models

Soft&#x2013;Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal

DAPS3D: Domain Adaptive Projective Segmentation of 3D LiDAR Point Clouds

Representations and Benchmarking of Modern Visual SLAM Systems

Soft–Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal