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Xiaodong Cui

Training Nonlinear Transformers for Efficient In-Context Learning: A Theoretical Learning and Generalization Analysis

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Feb 23, 2024
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Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization

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Jan 13, 2024
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Soft Random Sampling: A Theoretical and Empirical Analysis

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Nov 24, 2023
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How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context

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Aug 26, 2023
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Diagonal State Space Augmented Transformers for Speech Recognition

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Feb 27, 2023
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Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization

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Jun 16, 2022
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Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing

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Mar 29, 2022
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Loss Landscape Dependent Self-Adjusting Learning Rates in Decentralized Stochastic Gradient Descent

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Dec 02, 2021
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Asynchronous Decentralized Distributed Training of Acoustic Models

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Oct 21, 2021
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4-bit Quantization of LSTM-based Speech Recognition Models

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Aug 27, 2021
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