Pranshu Ranjan Singh

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Relevant Knowledge

Unsupervised Methods

Unsupervised Image Segmentation

Top Venues

Biomed. Signal Process. Control.

Publications

Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi
Classify and generate: Using classification latent space representations for image generations. Neurocomputing 471 (2022)
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham M. Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi
Knowledge Capture and Replay for Continual Learning. WACV (2022)
Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Qiao ZhongZheng, Ponnuthurai N. Suganthan, Savitha Ramasamy, Arulmurugan Ambikapathi
Task-Agnostic Continual Learning Using Base-Child Classifiers. ICIP (2021)
Siddharth Pandey, Pranshu Ranjan Singh, Jing Tian
An image augmentation approach using two-stage generative adversarial network for nuclei image segmentation. Biomed. Signal Process. Control. 57 (2020)
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham M. Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi
Knowledge Capture and Replay for Continual Learning. CoRR (2020)
Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. CoRR (2020)
Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Ivan Ho Mien, Arulmurugan Ambikapathi
Hybrid Deep Reinforced Regression Framework for Cardio-Thoracic Ratio Measurement. ICIP (2020)
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi
Classification Representations Can be Reused for Downstream Generations. CoRR (2020)