Natalia Vassilieva

Orcid: 0009-0003-1038-1572

According to our database1, Natalia Vassilieva authored at least 21 papers between 2008 and 2024.

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Timeline

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Bibliography

2024
Special Issue on Hot Chips 2023.
IEEE Micro, 2024

Bilingual Adaptation of Monolingual Foundation Models.
CoRR, 2024

Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.
CoRR, 2024

Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.
Int. J. High Perform. Comput. Appl., November, 2023

BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model.
CoRR, 2023

SlimPajama-DC: Understanding Data Combinations for LLM Training.
CoRR, 2023

2019
Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications.
Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

2014
A New Measure of Outlier Detection Performance.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2013
Semi-automatic Data Extraction from Tables.
Proceedings of the Selected Papers of the 15th All-Russian Scientific Conference "Digital libraries: Advanced Methods and Technologies, 2013

Robust versions of the Tukey boxplot with their application to detection of outliers.
Proceedings of the IEEE International Conference on Acoustics, 2013

Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012
High-recall extraction of acronym-definition pairs with relevance feedback.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

Querying big data.
Proceedings of the 2012 Conference on Computer Systems and Technologies, 2012

2011
Model-Based Recognition and Extraction of Information from Chart Images.
J. Multim. Process. Technol., 2011

Model-Based Chart Image Classification.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Chart image understanding and numerical data extraction.
Proceedings of the Sixth IEEE International Conference on Digital Information Management, 2011

Processing Complex Similarity Queries: A Systematic Approach.
Proceedings of the ADBIS 2011, 2011

2009
Content-based image retrieval methods.
Program. Comput. Softw., 2009

2008
Image Retrieval: Color and Texture Combining Based on Query-Image.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Query Classification in Content-Based Image Retrieval.
Proceedings of the Databases and Information Systems V, 2008


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