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03/13/2023
Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning
We propose universally slimmable self-supervised learning (dubbed as US3...
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07/12/2022
Synergistic Self-supervised and Quantization Learning
With the success of self-supervised learning (SSL), it has become a main...
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11/27/2021
FQ-ViT: Fully Quantized Vision Transformer without Retraining
Network quantization significantly reduces model inference complexity an...
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08/30/2020
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond
Quantized Neural Networks (QNNs) use low bit-width fixed-point numbers f...
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06/28/2017