13 citations · 28 across the 5 of their papers we have counts for
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cs.LG2023★ 4 cited
Adaptive Weight Assignment Scheme For Multi-task Learning
Aminul Huq, Mst Tasnim Pervin
Deep learning based models are used regularly in every applications nowadays. Generally we train a single model on a single task. However, we can train multiple tasks on a single m…
cs.SD2023★ 2 cited
MIXPGD: Hybrid Adversarial Training for Speech Recognition Systems
Aminul Huq, Weiyi Zhang, Xiaolin Hu
Automatic speech recognition (ASR) systems based on deep neural networks are weak against adversarial perturbations. We propose mixPGD adversarial training method to improve the ro…
eess.IV2023★ 1 cited
AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder
Aminul Huq, Md Tanzim Reza, Shahriar Hossain +1
Class imbalance is a pervasive issue in the field of disease classification from medical images. It is necessary to balance out the class distribution while training a model for de…