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06/01/2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Modern hierarchical vision transformers have added several vision-specif...
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03/30/2023
Token Merging for Fast Stable Diffusion
The landscape of image generation has been forever changed by open vocab...
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10/17/2022
Token Merging: Your ViT But Faster
We introduce Token Merging (ToMe), a simple method to increase the throu...
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09/15/2022
Hydra Attention: Efficient Attention with Many Heads
While transformers have begun to dominate many tasks in vision, applying...
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11/12/2021
Scalable Diverse Model Selection for Accessible Transfer Learning
With the preponderance of pretrained deep learning models available off-...
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08/25/2020
Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses
Convolutional Neural Networks have been shown to be vulnerable to advers...
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08/18/2020
TIDE: A General Toolbox for Identifying Object Detection Errors
We introduce TIDE, a framework and associated toolbox for analyzing the ...
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12/03/2019
YOLACT++: Better Real-time Instance Segmentation
We present a simple, fully-convolutional model for real-time (>30 fps) i...
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04/04/2019