Shuhui Qu | DeepAI

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Featured Co-authors

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Juncheng B. Li
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∙ 09/15/2023

SHAPNN: Shapley Value Regularized Tabular Neural Network

We present SHAPNN, a novel deep tabular data modeling architecture desig...

0 Qisen Cheng, et al. ∙

∙ 12/11/2022

Error-aware Quantization through Noise Tempering

Quantization has become a predominant approach for model compression, en...

0 Zheng Wang, et al. ∙

∙ 10/13/2022

SQuAT: Sharpness- and Quantization-Aware Training for BERT

Quantization is an effective technique to reduce memory footprint, infer...

0 Zheng Wang, et al. ∙

∙ 05/06/2022

Robustness of Neural Architectures for Audio Event Detection

Traditionally, in Audio Recognition pipeline, noise is suppressed by the...

0 Juncheng B. Li, et al. ∙

∙ 03/25/2022

AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification

After its sweeping success in vision and language tasks, pure attention-...

0 Juncheng B. Li, et al. ∙

∙ 03/23/2022

On Adversarial Robustness of Large-scale Audio Visual Learning

As audio-visual systems are being deployed for safety-critical tasks suc...

0 Juncheng B. Li, et al. ∙

∙ 11/15/2020

Audio-Visual Event Recognition through the lens of Adversary

As audio/visual classification models are widely deployed for sensitive ...

0 Juncheng B. Li, et al. ∙

∙ 10/31/2019

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System

Voice Assistants (VAs) such as Amazon Alexa or Google Assistant rely on ...

0 Juncheng B. Li, et al. ∙

∙ 11/29/2016

Learning Filter Banks Using Deep Learning For Acoustic Signals

Designing appropriate features for acoustic event recognition tasks is a...

0 Shuhui Qu, et al. ∙

∙ 10/01/2016

Very Deep Convolutional Neural Networks for Raw Waveforms

Learning acoustic models directly from the raw waveform data with minima...

0 Wei Dai, et al. ∙

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