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12/10/2022
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference
Although considerable progress has been obtained in neural network quant...
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11/29/2022
LUMix: Improving Mixup by Better Modelling Label Uncertainty
Modern deep networks can be better generalized when trained with noisy s...
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03/10/2022
Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability
Large-scale pre-training has been proven to be crucial for various compu...
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07/23/2021
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation
While self-training has advanced semi-supervised semantic segmentation, ...
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03/29/2020