Parual Datta

According to our database, Parual Datta authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Uncertainty Quantification in Continual Open-World Learning.

Amanda S. Rios, Ibrahima J. Ndiour, Parual Datta, Jaroslaw Sydir, Omesh Tickoo, Nilesh A. Ahuja

CoRR, 2024

CONCLAD: COntinuous Novel CLAss Detector.

Amanda Rios, Ibrahima J. Ndiour, Parual Datta, Omesh Tickoo, Nilesh A. Ahuja

CoRR, 2024

CUAL: Continual Uncertainty-aware Active Learner.

Amanda Rios, Ibrahima J. Ndiour, Parual Datta, Jerry Sydir, Omesh Tickoo, Nilesh A. Ahuja

CoRR, 2024

Split-DNN Computing for Video Analytics.

Nagabhushan Eswara, Jaroslaw Sydir, V. Srinivasa Somayazulu, Parual Datta, Nilesh A. Ahuja, Omesh Tickoo

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Rate-Distortion Theory in Coding for Machines and its Application.

Alon Harell, Yalda Foroutan, Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic

CoRR, 2023

Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN models.

Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing.

Parual Datta, Nilesh A. Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

E2E Visual Analytics: Achieving >10X Edge/Cloud Optimizations.

Chaunte Lacewell, Nilesh A. Ahuja, J. Pablo Munoz, Parual Datta, Ragaad AlTarawneh, Vui Seng Chua, Nilesh Jain, Omesh Tickoo, Ravi Iyer

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

2018

A Greedy Part Assignment Algorithm for Real-Time Multi-person 2D Pose Estimation.

Srenivas Varadarajan, Parual Datta, Omesh Tickoo

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018