Labib Chowdhury

Research Activity

My research focuses are as follows:-

Biometrics.
Computer Vision.
Deep Metric Learning.
Medical Image Analysis.
Long-tailed Recognition.

I have a keen interest in Natural Language Processing and Autonomous Driving.

Publications

Journal

Generalization of Bangla Sign Language Recognition Using Angular Loss Functions

S. K. Youme, T. A. Chowdhury, H. Ahamed, M. S. Abid, L. Chowdhury and N. Mohammed, "Generalization of Bangla Sign Language Recognition Using Angular Loss Functions," in IEEE Access, vol. 9, pp. 165351-165365, 2021, doi: 10.1109/ACCESS.2021.3134903.

Robust Deep Speaker Recognition: Learning Latent Representation with Joint Angular Margin Loss

Chowdhury, Labib, Hasib Zunair, and Nabeel Mohammed. 2020. "Robust Deep Speaker Recognition: Learning Latent Representation with Joint Angular Margin Loss" Applied Sciences 10, no. 21: 7522. https://doi.org/10.3390/app10217522

Conference

SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and its Evaluation

Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan, Shazzad Hossain, Sourave Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin "SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and its Evaluation" 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD), 2023, doi: 10.1145/3580305.3599904.

Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space

L. Chowdhury, M. Kamal, N. Hasan and N. Mohammed, "Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space," 2021 International Conference of the Biometrics Special Interest Group (BIOSIG), 2021, pp. 1-4, doi: 10.1109/BIOSIG52210.2021.9548296.

A Deep Gaussian Process for Forecasting Crop Yield and Time Series Analysis of Precipitation Based in Munshiganj, Bangladesh

M. D. Mahdi, N. J. Mrittika, M. Shams, L. Chowdhury and S. Siddique, "A Deep Gaussian Process for Forecasting Crop Yield and Time Series Analysis of Precipitation Based in Munshiganj, Bangladesh," IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, pp. 1331-1334, doi: 10.1109/IGARSS39084.2020.9323423.