Rehana Mahfuz

According to our database, Rehana Mahfuz authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Confidence Calibration for Audio Captioning Models.

Rehana Mahfuz, Yinyi Guo, Erik Visser

CoRR, 2024

Parameter Efficient Audio Captioning with Faithful Guidance Using Audio-Text Shared Latent Representation.

Arvind Krishna Sridhar, Yinyi Guo, Erik Visser, Rehana Mahfuz

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Detecting False Alarms and Misses in Audio Captions.

Rehana Mahfuz, Yinyi Guo, Arvind Krishna Sridhar, Erik Visser

CoRR, 2023

Improving Audio Captioning Using Semantic Similarity Metrics.

Rehana Mahfuz, Yinyi Guo, Erik Visser

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Mitigating Gradient-based Adversarial Attacks via Denoising and Compression.

Rehana Mahfuz, Rajeev Sahay, Aly El Gamal

CoRR, 2021

2020

Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks.

Rehana Mahfuz, Rajeev Sahay, Aly El Gamal

CoRR, 2020

2019

A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks.

Rajeev Sahay, Rehana Mahfuz, Aly El Gamal

CoRR, 2019

Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach.

Rajeev Sahay, Rehana Mahfuz, Aly El Gamal

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019