Pranshu Ranjan Singh

According to our database, Pranshu Ranjan Singh authored at least 7 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Classify and generate: Using classification latent space representations for image generations.

Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi

Neurocomputing, 2022

Knowledge Capture and Replay for Continual Learning.

Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham M. Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Task-Agnostic Continual Learning Using Base-Child Classifiers.

Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Qiao ZhongZheng, Ponnuthurai N. Suganthan, Savitha Ramasamy, Arulmurugan Ambikapathi

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments.

Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua

CoRR, 2020

Classification Representations Can be Reused for Downstream Generations.

Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi

CoRR, 2020

An image augmentation approach using two-stage generative adversarial network for nuclei image segmentation.

Siddharth Pandey, Pranshu Ranjan Singh, Jing Tian

Biomed. Signal Process. Control., 2020

Hybrid Deep Reinforced Regression Framework for Cardio-Thoracic Ratio Measurement.

Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Ivan Ho Mien, Arulmurugan Ambikapathi

Proceedings of the IEEE International Conference on Image Processing, 2020