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11/20/2022
Learning to Generate Image Embeddings with User-level Differential Privacy
Small on-device models have been successfully trained with user-level di...
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07/08/2022
k-means Mask Transformer
The rise of transformers in vision tasks not only advances network backb...
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06/17/2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation
We propose Clustering Mask Transformer (CMT-DeepLab), a transformer-base...
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02/23/2021
STEP: Segmenting and Tracking Every Pixel
In this paper, we tackle video panoptic segmentation, a task that requir...
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04/04/2017
Pose2Instance: Harnessing Keypoints for Person Instance Segmentation
Human keypoints are a well-studied representation of people.We explore h...
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06/27/2012