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June 19, 2025
Group and Shuffle: Researchers at HSE University and AIRI Accelerate Neural Network Fine-Tuning
Researchers at HSE University and the AIRI Institute have proposed a method for quickly fine-tuning neural networks. Their approach involves processing data in groups and then optimally shuffling these groups to improve their interactions. The method outperforms alternatives in image generation and analysis, as well as in fine-tuning text models, all while requiring less memory and training time. The results have been presented at the NeurIPS 2024 Conference.
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At the dawn of the 21st century, humans are increasingly becoming not just observers, but active participants in the technological revolution. Among the breakthroughs with the potential to change the lives of millions, brain–computer interfaces (BCIs)—systems that connect the brain to external devices—hold a special place. These technologies were the focal point of the spring International School ‘A New Generation of Neurointerfaces,’ which took place at HSE University.
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Magnetic Mountain: Stalinism as a Civilization

University of California Press, 1997.
Kotkin S.

This study is the first of its kind: a street-level inside account of what Stalinism meant to the masses of ordinary people who lived it. Stephen Kotkin was the first American in 45 years to be allowed into Magnitogorsk, a city built in response to Stalin's decision to transform the predominantly agricultural nation into a "country of metal." With unique access to previously untapped archives and interviews, Kotkin forges a vivid and compelling account of the impact of industrialization on a single urban community.

Kotkin argues that Stalinism offered itself as an opportunity for enlightenment. The utopia it proffered, socialism, would be a new civilization based on the repudiation of capitalism. The extent to which the citizenry participated in this scheme and the relationship of the state's ambitions to the dreams of ordinary people form the substance of this fascinating story. Kotkin tells it deftly, with a remarkable understanding of the social and political system, as well as a keen instinct for the details of everyday life.

Kotkin depicts a whole range of life: from the blast furnace workers who labored in the enormous iron and steel plant, to the families who struggled with the shortage of housing and services. Thematically organized and closely focused, Magnetic Mountain signals the beginning of a new stage in the writing of Soviet social history.

Research target: Other Humanities History and Archeology Humanities
Priority areas: humanitarian
Language: English
Keywords: Soviet historyStalinismсоветская историяИстория сталинизма
Magnetic Mountain: Stalinism as a Civilization
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