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Found 3 papers, 2 papers with code
UPSCALE: Unconstrained Channel Pruning
However, for multi-branch segments of a model, channel removal can introduce inference-time memory copies.
AutoFocusFormer: Image Segmentation off the Grid
To achieve this, we propose AutoFocusFormer (AFF), a local-attention transformer image recognition backbone, which performs adaptive downsampling by learning to retain the most important pixels for the task.
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Instance Segmentation
on Cityscapes val
Active Learning and Best-Response Dynamics
We examine an important setting for engineered systems in which low-power distributed sensors are each making highly noisy measurements of some unknown target function.
