Unlocking Slot Attention by Changing Optimal Transport Costs
Unlocking Slot Attention by Changing Optimal Transport Costs
The Slot Attention architecture works by first taking in the output of a convolutional neural network, which is a representation of the input image or dataset
Unlocking Slot Attention by Changing Optimal Transport Costs Abstract Slot attention has shown remarkable object- centric representation learning performance in computer vision tasks without requiring any super-
The Slot Attention architecture works by first taking in the output of a convolutional neural network, which is a representation of the input image or dataset
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Slot Attention is a popular method aimed at object-centric learning, and its popularity has resulted in dozens of variants and extensions To
slot age of the gods PARTS: Unsupervised segmentation with slots, attention and independence maximization Abstract: From an early age, humans perceive the visual world as composed
Slot attention is a powerful method for object-centric modeling in images and videos However, its set-equivariance limits its ability to handle
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Unlocking Slot Attention by Changing Optimal Transport Costs
Overview of a general object-centric learning framework on videos The model performs Slot Attention to capture objects with slots, and decodes slots back
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