The article builds a bridge between the Gestalt principles in human perception (describing how visual elements are interpreted) and convolutional neural networks modeling. It suggests that a single principle – adoption to the statistical structure of the environment might suffice to explain perceptual mechanisms.
Continue ReadingA Thousand Brains
Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world-not just one model, but hundreds of thousands of models of everything we know, and the origin of high-level thought
Continue ReadingLayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
A multi-modal framework that integrates a spatial-aware self-attention mechanism into the Transformer architecture
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