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Natalia Vassilieva
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2020 – today
- 2024
- [j4]Heiner Litz
, Natalia Vassilieva
Special Issue on Hot Chips 2023. IEEE Micro 44(3): 6-7 (2024) - [c13]Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vassilieva, Bin C. Zhang, Sylvia Howland, Alexander Tsyplikhin:
Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators. IPDPS (Workshops) 2024: 1-10 - [i4]Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan
Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches. CoRR abs/2404.14779 (2024) - [i3]Gurpreet Gosal, Yishi Xu, Gokul Ramakrishnan, Rituraj Joshi, Avraham Sheinin, Zhiming Chen, Biswajit Mishra, Natalia Vassilieva, Joel Hestness, Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, Onkar Pandit, Satheesh Katipomu, Samta Kamboj, Samujjwal Ghosh, Rahul Pal, Parvez Mullah, Soundar Doraiswamy, Mohamed El Karim Chami, Preslav Nakov:
Bilingual Adaptation of Monolingual Foundation Models. CoRR abs/2407.12869 (2024) - 2023
- [j3]Maxim Zvyagin, Alexander Brace, Kyle Hippe, Yuntian Deng, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics. Int. J. High Perform. Comput. Appl. 37(6): 683-705 (2023) - [i2]Zhiqiang Shen, Tianhua Tao, Liqun Ma, Willie Neiswanger, Zhengzhong Liu, Hongyi Wang, Bowen Tan, Joel Hestness, Natalia Vassilieva, Daria Soboleva, Eric P. Xing:
SlimPajama-DC: Understanding Data Combinations for LLM Training. CoRR abs/2309.10818 (2023) - [i1]Nolan Dey, Daria Soboleva, Faisal Al-Khateeb, Bowen Yang, Ribhu Pathria, Hemant Khachane, Shaheer Muhammad, Zhiming Chen, Robert Myers, Jacob Robert Steeves, Natalia Vassilieva, Marvin Tom, Joel Hestness:
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model. CoRR abs/2309.11568 (2023)
2010 – 2019
- 2019
- [c12]Sergey Serebryakov
Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications. ICRC 2019: 16-24 - 2014
- [c11]Kliton Andrea, Georgy Shevlyakov, Natalia Vassilieva, Alexander Ulanov:
A New Measure of Outlier Detection Performance. MLDM 2014: 190-197 - [e2]Natalia Vassilieva, Vladimir Ivanov, Denis Turdakov:
Proceedings of the Tenth Spring Researchers Colloquium on Databases and Information Systems, SYRCoDIS 2014, Veliky Novgorod, Russia, May 30, 2014. CEUR Workshop Proceedings 1308, CEUR-WS.org 2014 [contents] - 2013
- [c10]Marcin Grzegorzek
Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. CORES 2013: 857-866 - [c9]Georgy Shevlyakov, Kliton Andrea, Choudur Lakshminarayan, Pavel O. Smirnov
Robust versions of the Tukey boxplot with their application to detection of outliers. ICASSP 2013: 6506-6510 - [c8]Nikita A. Astrakhantsev, Denis Turdakov, Natalia Vassilieva:
Semi-automatic Data Extraction from Tables. RCDL 2013: 14-20 - [e1]Natalia Vassilieva, Denis Turdakov, Vladimir Ivanov:
Proceedings of the Ninth Spring Researchers Colloquium on Databases and Information Systems, Kazan, Russia, May 31, 2013. CEUR Workshop Proceedings 1031, CEUR-WS.org 2013 [contents] - 2012
- [c7]Boris Novikov
Querying big data. CompSysTech 2012: 1-10 - [c6]Anna Yarygina
High-recall extraction of acronym-definition pairs with relevance feedback. EDBT/ICDT Workshops 2012: 21-28 - 2011
- [j2]Ales Mishchenko
Model-Based Recognition and Extraction of Information from Chart Images. J. Multim. Process. Technol. 2(2): 76-89 (2011) - [c5]Anna Yarygina, Boris Novikov, Natalia Vassilieva:
Processing Complex Similarity Queries: A Systematic Approach. ADBIS (2) 2011: 212-221 - [c4]Ales Mishchenko
Chart image understanding and numerical data extraction. ICDIM 2011: 115-120 - [c3]Ales Mishchenko, Natalia Vassilieva:
Model-Based Chart Image Classification. ISVC (2) 2011: 476-485
2000 – 2009
- 2009
- [j1]N. S. Vassilieva:
Content-based image retrieval methods. Program. Comput. Softw. 35(3): 158-180 (2009) - 2008
- [c2]Ilya Markov, Natalia Vassilieva:
Query Classification in Content-Based Image Retrieval. DB&IS 2008: 281-288 - [c1]Ilya Markov, Natalia Vassilieva:
Image Retrieval: Color and Texture Combining Based on Query-Image. ICISP 2008: 430-438
Coauthor Index
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