Perceiver: General Perception with Iterative Attention
Perceiver: General Perception with Iterative Attention
Biological systems perceive the world by simultaneously processing high-dimensional inputs from modalities as diverse…arxiv.org Bio systems perceive world by processing high-dim inputs from vision, audition, touch, etc. Perception models in deep learning are designed for individual modalities, relying on specific assumptions, eg. grid structures in vision. These priors introduce inductive biases but limit models to single modalities. This paper introduces Perceiver — a model…
Perceiver: General Perception with Iterative Attention Perceiver: General Perception with Iterative Attention
Biological systems perceive the world by simultaneously processing high-dimensional inputs from modalities as diverse…arxiv.org Bio systems perceive world by processing high-dim inputs from vision, audition, touch, etc. Perception models in deep learning are designed for individual modalities, relying on specific assumptions, eg. grid structures in vision. These priors introduce inductive biases but limit models to single modalities. This paper introduces Perceiver — a model… deep-learning
Perceiver General Perception Iterative Attention Perceiver General Perception Iterative Attention Biological system perceive world simultaneously processing highdimensional input modality diverse…arxivorg Bio system perceive world processing highdim input vision audition touch etc Perception model deep learning designed individual modality relying specific assumption eg grid structure vision prior introduce inductive bias limit model single modality paper introduces Perceiver — model… deeplearning