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Design features of the synthetic learning environment
The article considers the features of the learning transformation in the transition from the usual material-object environment to learning in the digital synthetic environment.
Oleksandr Burov
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SYNTHETIC LEARNING ENVIRONMENT: DESIGN FEATURES
The article discusses the transformation of teaching in the transition from traditional material-object environment to learning in a digital synthetic environment. Attention is paid to the fact that, to date, students prefer online and mixed learning, in
Evgeniy P. Popechitelev +1 more
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Learning to Localize in New Environments from Synthetic Training Data [PDF]
Most existing approaches for visual localization either need a detailed 3D model of the environment or, in the case of learning-based methods, must be retrained for each new scene. This can either be very expensive or simply impossible for large, unknown environments, for example in search-and-rescue scenarios.
Winkelbauer, Dominik +2 more
openaire +4 more sources
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment [PDF]
Typos corrected ...
Finlayson, Matthew +3 more
openaire +3 more sources
Learning Contextual Bandits in a Non-stationary Environment [PDF]
Multi-armed bandit algorithms have become a reference solution for handling the explore/exploit dilemma in recommender systems, and many other important real-world problems, such as display advertisement.
Auer P. +5 more
core +2 more sources
During the pandemic, universities were forced to convert their educational process online. Students had to adapt to new educational conditions and the proposed online environment.
Malinka Ivanova, Tsvetelina Petrova
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SYNTHETIC EDUCATIONAL ENVIRONMENT – A FOOTPACE TO NEW EDUCATION
The article studies the problems of introducing a synthetic learning environment in the practice of education. The modern views on the essence of the learning environment and its new forms based on information and communication technologies are analyzed.
Olga P. Pinchuk +2 more
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Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation [PDF]
Given a portrait image of a person and an environment map of the target lighting, portrait relighting aims to re-illuminate the person in the image as if the person appeared in an environment with the target lighting.
Yu-Ying Yeh +5 more
semanticscholar +1 more source
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization [PDF]
We tackle the problem of graph out-of-distribution (OOD) generalization. Existing graph OOD algorithms either rely on restricted assumptions or fail to exploit environment information in training data.
Shurui Gui +4 more
semanticscholar +1 more source
Learning focused on assimilation of facts, availability of information, free access to knowledge bases and convenient navigation in local and global networks is not a sufficient condition for the formation of an educated personality, active cognitive ...
Oleksandr Yu. Burov, Olha P. Pinchuk
doaj +1 more source

