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Task Switching Networks for MTL by yangkunkuo is a document available to read on EtoBox.

What is Task Switching Networks for MTL about?

The document presents Task Switching Networks (TSNs), a novel architecture for multi-task learning that utilizes a single encoder-decoder structure to perform multiple tasks efficiently by switching between them. TSNs maintain a constant number of parameters regardless of the number of tasks, enhancing scalability and reducing complexity compared to existing methods. Experimental results demonstrate that TSNs achieve state-of-the-art performance on challenging benchmarks while facilitating constructive task

Author

yangkunkuo

Language

EN