Deep Attentional Modulation for Zero-shot Learning in Object Recognition

In the human brain, top-down attention plays a crucial role in the human ability to recognize seemingly infinite visual concepts using the same visual pathway. Even more impressive, humans have the ability to recognize objects from just a description (zero-shot) or a few examples (few-shot). Traditi...

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Bibliographic Details
Main Author: Singh, Aaditya
Other Authors: Katz, Boris
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139113