Recent adaptive methods for efficient video recognition mostly follow the two-stage
paradigm of" preview-then-recognition" and have achieved great success on multiple video …

How is information processed in the cerebral cortex? In most cases, recorded brain activity is
averaged over many (stimulus) repetitions, which erases the fine-structure of the neural …

The visual system provides a valuable model for studying the working mechanisms of
sensory processing and high-level consciousness. A significant challenge in this field is the …

Video popularity prediction, also known as predicting the future popularity of a video, is a
task that generally uses various modalities of the video, such as visual, audio, text, and …

Spiking neural networks (SNNs), as the brain-inspired neural networks, encode information
in spatio-temporal dynamics. They have the potential to serve as low-power alternatives to …

How is information processed in the cerebral cortex? To answer this question a lot of effort
has been undertaken to create novel and to further develop existing neuroimaging …

Transfer learning improves the performance of the target task by leveraging the data of a
specific source task: the closer the relationship between the source and the target tasks, the …

Tato práce zkoumá použití technik hlubokého učení pro rekonstrukci vizuálních podnětů z
neuronální aktivity v primární zrakové oblasti (V1). Zaměřuje se na překonání nedostatku …

Platforms for e-commerce commonly employ a preestablished, organized structure of
product classifications. Traditional product categorization methods have primarily relied on …