Natalia Efremova

24 papers B 4C 2Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Data-Driven Soil Organic Carbon Sampling: Integrating Spectral Clustering with Conditioned Latin Hypercube Optimization. CoRR Weiying Zhao, Aleksei Unagaev, Natalia Efremova
2025	J	`jnl`	Towards deployment-centric multimodal AI beyond vision and language. CoRR Xianyuan Liu, Jiayang Zhang, Shuo Zhou, Thijs L. van der Plas, Avish Vijayaraghavan, Anastasiia Grishina, Mengdie Zhuang, Daniel Schofield, Christopher Tomlinson, Yuhan Wang, Ruizhe Li, Louisa van Zeeland, Sina Tabakhi, Cyndie Demeocq, Xiang Li, Arunav Das, Orlando Timmerman, Thomas Baldwin-McDonald, Jinge Wu, Peizhen Bai, Zahraa Al Sahili, Omnia Alwazzan, Thao N. Do, Mohammod Naimul Islam Suvon, Angeline Wang, Lucia Cipolina-Kun, Luigi A. Moretti, Lucas Farndale, Nitisha Jain, Natalia Efremova, Yan Ge, Marta Varela, Hak-Keung Lam, Oya Çeliktutan, Ben R. Evans, Alejandro Coca-Castro, Honghan Wu, Zahraa S. Abdallah, Chen Chen, Valentin Danchev, Nataliya Tkachenko, Lei Lu, Tingting Zhu, Gregory G. Slabaugh, Roger K. Moore, William K. Cheung, Peter H. Charlton, Haiping Lu
2024	J	`jnl`	Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model. CoRR Weiying Zhao, Natalia Efremova
2024	J	`jnl`	Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery. CoRR Kui Zhao, Siyang Wu, Chang Liu, Yue Wu, Natalia Efremova
2024	J	`jnl`	Prediction of Sentinel-2 multi-band imagery with attention BiLSTM for continuous earth surface monitoring. CoRR Weiying Zhao, Natalia Efremova
2024	C	`conf`	Soil Nitrogen Forecasting From Environmental Variables Provided By Multisensor Remote Sensing Images. IGARSS Weiying Zhao, Ganzorig Chuluunbat, Aleksei Unagaev, Natalia Efremova
2024	J	`jnl`	Soil nitrogen forecasting from environmental variables provided by multisensor remote sensing images. CoRR Weiying Zhao, Ganzorig Chuluunbat, Aleksei Unagaev, Natalia Efremova
2024	J	`jnl`	Tukey g-and-h neural network regression for non-Gaussian data. CoRR Arthur P. Guillaumin, Natalia Efremova
2023	J	`jnl`	AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery. CoRR Irina Korotkova, Natalia Efremova
2023	J	`jnl`	Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network. CoRR Weiying Zhao, Natalia Efremova
2022	J	`jnl`	Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing. IEEE Trans. Geosci. Remote. Sens. Natalia Efremova, Mohamed El Amine Seddik, Esra Erten
2021	C	`conf`	Biophysical Parameter Estimation Using Earth Observation Data in a Multi-Sensor Data Fusion Approach: CycleGAN. IGARSS Natalia Efremova, Esra Erten
2020	J	`jnl`	Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks. CoRR Sagar Vaze, Conrad James Foley, Mohamed El Amine Seddiq, Alexey Unagaev, Natalia Efremova
2020	J	`jnl`	SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework. CoRR Conrad James Foley, Sagar Vaze, Mohamed El Amine Seddiq, Alexey Unagaev, Natalia Efremova
2020	B	`conf`	Understanding consumer attention on mobile devices. FG Natalia Efremova, Navid Hajimirza, David Bassett, Felipe Thomaz
2019	J	`jnl`	AI-based evaluation of the SDGs: The case of crop detection with earth observation data. CoRR Natalia Efremova, Dennis West, Dmitry Zausaev
2019	B	`conf`	Face and Emotion Recognition with Neural Networks on Mobile Devices: Practical Implementation on Different Platforms. FG Natalia Efremova, Mikhail Patkin, Denis Sokolov
2019	J	`jnl`	Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks. CoRR Natalia Efremova, Dmitry Zausaev, Gleb Antipov
2018	B	`conf`	Leveraging Large Face Recognition Data for Emotion Classification. FG Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko
2017	J	`jnl`	Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video. CoRR Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko
2015	—	`conf`	Auditory Immersion with Stereo Sound in a Mobile Robotic Telepresence System. HRI (Extended Abstracts) Andrey Kiselev, Mårten Scherlund, Annica Kristoffersson, Natalia Efremova, Amy Loutfi
2014	J	`jnl`	Unsupervised Neural Architecture for Saliency Detection. CoRR Natalia Efremova, Sergey Tarasenko
2013	B	`conf`	Neural architecture for complex scene recognition based on rank-order features of IT neurons. IJCNN Sergey Tarasenko, Natalia Efremova
2012	—	`—`	A hierarchical neural network model of object recognition and mental rotation. Natalia Efremova