Zobrazeno 1 - 10
of 6 913
pro vyhledávání: '"Soboleva A"'
Autor:
Dolmatov Sergey, Soboleva Anastasia, Voinash Sergey, Sokolova Viktoriia, Orekhovskaya Alexandra, Balabanova Yuliya, Gaiduk Albina
Publikováno v:
E3S Web of Conferences, Vol 548, p 06004 (2024)
The study analyzed the thermal performance of enclosing structures made of: polystyrene concrete, heat block, arbolite blocks, foam concrete and aerated concrete. The calculation of heat losses was carried out using finite element methods, in the sof
Externí odkaz:
https://doaj.org/article/d8840de920344188aac9418da5e4b13a
Autor:
Goncharov, Mikhail, Samokhin, Valentin, Soboleva, Eugenia, Sokolov, Roman, Shirokikh, Boris, Belyaev, Mikhail, Kurmukov, Anvar, Oseledets, Ivan
We propose a self-supervised model producing 3D anatomical positional embeddings (APE) of individual medical image voxels. APE encodes voxels' anatomical closeness, i.e., voxels of the same organ or nearby organs always have closer positional embeddi
Externí odkaz:
http://arxiv.org/abs/2409.10291
Autor:
Soboleva, Daria, Sánchez, Angel
Fashion is a powerful force in the modern world. It is one of the most accessible means of self-expression, thereby playing a significant role in our society. Yet, it is plagued by well-documented issues of waste and human rights abuses. Fast fashion
Externí odkaz:
http://arxiv.org/abs/2407.18814
Autor:
Gorbunov, Mikhail, Yudin, Nikolay, Soboleva, Vera, Alanov, Aibek, Naumov, Alexey, Rakhuba, Maxim
The increasing size of neural networks has led to a growing demand for methods of efficient fine-tuning. Recently, an orthogonal fine-tuning paradigm was introduced that uses orthogonal matrices for adapting the weights of a pretrained model. In this
Externí odkaz:
http://arxiv.org/abs/2406.10019
Autor:
Kurmukov, Anvar, Chernina, Valeria, Gareeva, Regina, Dugova, Maria, Petrash, Ekaterina, Aleshina, Olga, Pisov, Maxim, Shirokikh, Boris, Samokhin, Valentin, Proskurov, Vladislav, Shimovolos, Stanislav, Basova, Maria, Goncahrov, Mikhail, Soboleva, Eugenia, Donskova, Maria, Yaushev, Farukh, Shevtsov, Alexey, Zakharov, Alexey, Saparov, Talgat, Gombolevskiy, Victor, Belyaev, Mikhail
Interpretation of chest computed tomography (CT) is time-consuming. Previous studies have measured the time-saving effect of using a deep-learning-based aid (DLA) for CT interpretation. We evaluated the joint impact of a multi-pathology DLA on the ti
Externí odkaz:
http://arxiv.org/abs/2406.08137
Publikováno v:
Journal of Services Marketing, 2024, Vol. 38, Issue 7, pp. 809-815.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JSM-08-2024-0387
Linear position interpolation helps pre-trained models using rotary position embeddings (RoPE) to extrapolate to longer sequence lengths. We propose using linear position interpolation to extend the extrapolation range of models using Attention with
Externí odkaz:
http://arxiv.org/abs/2310.13017
Autor:
Dey, Nolan, Soboleva, Daria, Al-Khateeb, Faisal, Yang, Bowen, Pathria, Ribhu, Khachane, Hemant, Muhammad, Shaheer, Zhiming, Chen, Myers, Robert, Steeves, Jacob Robert, Vassilieva, Natalia, Tom, Marvin, Hestness, Joel
We introduce the Bittensor Language Model, called "BTLM-3B-8K", a new state-of-the-art 3 billion parameter open-source language model. BTLM-3B-8K was trained on 627B tokens from the SlimPajama dataset with a mixture of 2,048 and 8,192 context lengths
Externí odkaz:
http://arxiv.org/abs/2309.11568
Autor:
Shen, Zhiqiang, Tao, Tianhua, Ma, Liqun, Neiswanger, Willie, Liu, Zhengzhong, Wang, Hongyi, Tan, Bowen, Hestness, Joel, Vassilieva, Natalia, Soboleva, Daria, Xing, Eric
This paper aims to understand the impacts of various data combinations (e.g., web text, Wikipedia, GitHub, books) on the pretraining of large language models using SlimPajama. SlimPajama is a rigorously deduplicated, multi-source dataset, which has b
Externí odkaz:
http://arxiv.org/abs/2309.10818
This paper introduces vox2vec - a contrastive method for self-supervised learning (SSL) of voxel-level representations. vox2vec representations are modeled by a Feature Pyramid Network (FPN): a voxel representation is a concatenation of the correspon
Externí odkaz:
http://arxiv.org/abs/2307.14725