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02/09/2023
Gaussian Mask Convolution for Convolutional Neural Networks
Square convolution is a default unit in convolutional neural networks as...
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01/05/2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token
Unlike language tasks, where the output space is usually limited to a se...
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04/10/2022
Enhancing the Robustness, Efficiency, and Diversity of Differentiable Architecture Search
Differentiable architecture search (DARTS) has attracted much attention ...
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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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06/24/2021