Juncheng B. Li | DeepAI

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Featured Co-authors

Zheng Wang
151 publications
J. Zico Kolter
94 publications
Florian Metze
72 publications
Emma Strubell
29 publications
Xinjian Li
22 publications
Po-Yao Huang
20 publications
Kaixin Ma
18 publications
Shuhui Qu
10 publications

∙ 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. ∙

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