Parual Datta

12 papers A* 1A 1B 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Rate-Distortion Theory in Coding for Machines and Its Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Alon Harell, Yalda Foroutan, Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic
2024 J jnl
CONCLAD: COntinuous Novel CLAss Detector.
CoRR
Amanda Rios, Ibrahima J. Ndiour, Parual Datta, Omesh Tickoo, Nilesh A. Ahuja
2024 J jnl
CUAL: Continual Uncertainty-aware Active Learner.
CoRR
Amanda Rios, Ibrahima J. Ndiour, Parual Datta, Jerry Sydir, Omesh Tickoo, Nilesh A. Ahuja
2024 — conf
Split-DNN Computing for Video Analytics.
ICPR (3)
Nagabhushan Eswara, Jaroslaw Sydir, V. Srinivasa Somayazulu, Parual Datta, Nilesh A. Ahuja, Omesh Tickoo
2024 J jnl
Uncertainty Quantification in Continual Open-World Learning.
CoRR
Amanda Sofie Rios, Ibrahima J. Ndiour, Parual Datta, Jaroslaw Sydir, Omesh Tickoo, Nilesh A. Ahuja
2023 A* conf
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN models.
CVPR
Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo
2023 J jnl
Rate-Distortion Theory in Coding for Machines and its Application.
CoRR
Alon Harell, Yalda Foroutan, Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic
2022 B conf
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing.
ICPR
Parual Datta, Nilesh A. Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo
2022 J jnl
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing.
CoRR
Parual Datta, Nilesh A. Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo
2021 — conf
E2E Visual Analytics: Achieving >10X Edge/Cloud Optimizations.
NAS
Chaunte Lacewell, Nilesh A. Ahuja, J. Pablo Munoz, Parual Datta, Ragaad AlTarawneh, Vui Seng Chua, Nilesh Jain, Omesh Tickoo, Ravi Iyer
2018 A conf
A Greedy Part Assignment Algorithm for Real-Time Multi-person 2D Pose Estimation.
WACV
Srenivas Varadarajan, Parual Datta, Omesh Tickoo
2017 J jnl
A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation.
CoRR
Srenivas Varadarajan, Parual Datta, Omesh Tickoo