Usma Niyaz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Image Classification

Biomedical Imaging

Learning Styles

Radially Symmetric

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

Usma Niyaz, Abhishek Singh Sambyal, Deepti R. Bathula
Leveraging different learning styles for improved knowledge distillation in biomedical imaging. Comput. Biol. Medicine 168 (2024)
Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan, Deepti R. Bathula
Understanding calibration of deep neural networks for medical image classification. Comput. Methods Programs Biomed. 242 (2023)
Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan, Deepti R. Bathula
Understanding Calibration of Deep Neural Networks for Medical Image Classification. CoRR (2023)
Usma Niyaz, Deepti R. Bathula
Leveraging Different Learning Styles for Improved Knowledge Distillation. CoRR (2022)
Usma Niyaz, Deepti R. Bathula
Augmenting Knowledge Distillation with Peer-to-Peer Mutual Learning for Model Compression. ISBI (2022)
Usma Niyaz, Deepti R. Bathula
Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression. CoRR (2021)
Usma Niyaz, Abhishek Singh Sambyal, Devanand Padha
Evaluation of Deep Learning Model with Optimizing and Satisficing Metrics for Lung Segmentation. SocProS (1) (2018)