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04/22/2022
iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition
Image classification, which classifies images by pre-defined categories,...
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11/18/2021
SimMIM: A Simple Framework for Masked Image Modeling
This paper presents SimMIM, a simple framework for masked image modeling...
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11/18/2021
Swin Transformer V2: Scaling Up Capacity and Resolution
We present techniques for scaling Swin Transformer up to 3 billion param...
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05/10/2021
Self-Supervised Learning with Swin Transformers
We are witnessing a modeling shift from CNN to Transformers in computer ...
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06/11/2020
Disentangled Non-Local Neural Networks
The non-local block is a popular module for strengthening the context mo...
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02/13/2020
Cross-Iteration Batch Normalization
A well-known issue of Batch Normalization is its significantly reduced e...
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11/01/2018