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09/06/2023
Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation
There has been significant research on developing pretrained transformer...
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09/06/2023
Detecting False Alarms and Misses in Audio Captions
Metrics to evaluate audio captions simply provide a score without much e...
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10/29/2022
Improving Audio Captioning Using Semantic Similarity Metrics
Audio captioning quality metrics which are typically borrowed from the m...
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04/03/2021
Mitigating Gradient-based Adversarial Attacks via Denoising and Compression
Gradient-based adversarial attacks on deep neural networks pose a seriou...
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01/26/2020
Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks
Gradient-based adversarial attacks on neural networks can be crafted in ...
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06/13/2019
A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks
The reliance on deep learning algorithms has grown significantly in rece...
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12/07/2018
