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06/15/2023
Rosetta Neurons: Mining the Common Units in a Model Zoo
Do different neural networks, trained for various vision tasks, share so...
share
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09/15/2022
Test-Time Training with Masked Autoencoders
Test-time training adapts to a new test distribution on the fly by optim...
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09/01/2022
Visual Prompting via Image Inpainting
How does one adapt a pre-trained visual model to novel downstream tasks ...
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03/31/2022
MyStyle: A Personalized Generative Prior
We introduce MyStyle, a personalized deep generative prior trained with ...
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12/10/2021
Deep ViT Features as Dense Visual Descriptors
We leverage deep features extracted from a pre-trained Vision Transforme...
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09/05/2021
Deep Saliency Prior for Reducing Visual Distraction
Using only a model that was trained to predict where people look at imag...
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04/27/2021
Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Image classification models can depend on multiple different semantic at...
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12/02/2018