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Deepthi Karkada
Deepthi Karkada
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Year
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1622022
Efficient 8-bit quantization of transformer neural machine language translation model
A Bhandare, V Sripathi, D Karkada, V Menon, S Choi, K Datta, V Saletore
arXiv preprint arXiv:1906.00532, 2019
1272019
GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows
S Pati, SP Thakur, İE Hamamcı, U Baid, B Baheti, M Bhalerao, O Güley, ...
Communications Engineering 2 (1), 23, 2023
502023
Workload Behavior Modeling and Prediction for Data Center Adaptation
RG Illikkal, SK Govindan, D Karkada, S Pal, PJ Holmes
US Patent App. 15/089,378, 2017
162017
RDG-Map: A Multimodal Corpus of Pedagogical Human-Agent Spoken Interactions.
M Paetzel, D Karkada, R Manuvinakurike
Proceedings of the Twelfth Language Resources and Evaluation Conference, 600-609, 2020
62020
Methods and apparatus for distributed training of a neural network
M Arunachalam, ATR Rajan, D Karkada, A Procter, V Saletore
US Patent App. 15/829,555, 2019
52019
Accelerating tensorflow on modern intel architectures
E Ould-Ahmed-Vall, M Abuzaina, MF Amin, J Bobba, RS Dubtsov, ...
First International Workshop on Architectures for Intelligent Machines, 2017
52017
Optimization of deep learning based brain extraction in mri for low resource environments
SP Thakur, S Pati, R Panchumarthy, D Karkada, J Wu, D Kurtaev, C Sako, ...
International MICCAI Brainlesion Workshop, 151-167, 2021
42021
Author Correction: Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
nature communications 14 (1), 436, 2023
32023
Nontrivial lexical convergence in a geography-themed game
A Bergqvist, R Manuvinakurike, D Karkada, M Paetzel
Proceedings of the 21th Annual Meeting of the Special Interest Group on …, 2020
22020
Boosting deep learning training inference performance on intel xeon and intel xeon phi processors
V Saletore, D Karkada, V Sripathi, A Sankaranarayanan, K Datta
22018
NIMG-25. OPTIMIZATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS FOR LOW-RESOURCE/CLINICAL ENVIRONMENTS: FOCUS ON CLINICALLY-RELEVANT GLIOMA REGION DELINEATION
B Baheti, S Thakur, S Pati, D Karkada, R Panchumarthy, J Wu, S Mohan, ...
Neuro-Oncology 24 (Suppl 7), vii167, 2022
12022
Generating informative and accurate descriptions of natural hazards and phenomena using large transformer-based models
V Tassopoulou, N Kasmanoff, V Soni, FS Khoo, K Ward, D Karkada, ...
AGU Fall Meeting Abstracts 2021, IN31A-06, 2021
12021
Training Speech Recognition Models on HPC Infrastructure
D Karkada, VA Saletore
2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC), 124-132, 2018
12018
Methods and apparatus for distributed training of a neural network
M Arunachalam, ATR Rajan, D Karkada, A Procter, V Saletore
US Patent 11,966,843, 2024
2024
Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
NATURE PORTFOLIO, 2023
2023
Strategy-level Entrainment of Dialogue System Users in a Creative Visual Reference Resolution Task
D Karkada, R Manuvinakurike, M Paetzel-Prüsmann, K Georgila
Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022
2022
Automated resource usage configurations for deep learning neural network workloads on multi-generational computing architectures
M Arunachalam, K Datta, V Saletore, V Verma, D Karkada, V Sripathi, ...
US Patent 11,029,971, 2021
2021
Synchronization scheduler of distributed neural network training
A Procter, V Saletore, D Karkada, M Arunachalam
US Patent 10,922,610, 2021
2021
Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario
D Karkada, R Manuvinakurike, K Georgila
arXiv preprint arXiv:1807.03950, 2018
2018
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