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10/30/2022
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training
Training state-of-the-art ASR systems such as RNN-T often has a high ass...
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02/07/2022
ALM-KD: Knowledge Distillation with noisy labels via adaptive loss mixing
Knowledge distillation is a technique where the outputs of a pretrained ...
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06/23/2021
Training Data Subset Selection for Regression with Controlled Generalization Error
Data subset selection from a large number of training instances has been...
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12/19/2020