| 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 | 132 | 2022 |
| 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 | 125 | 2019 |
| 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 | 43 | 2023 |
| 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 | 16 | 2017 |
| Synchronization scheduler of distributed neural network training A Procter, V Saletore, D Karkada, M Arunachalam US Patent 10,922,610, 2021 | 11 | 2021 |
| 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 | 5 | 2020 |
| 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 | 5 | 2017 |
| 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 | 4 | 2021 |
| 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 | 4 | 2019 |
| 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 | 2 | 2020 |
| Boosting deep learning training inference performance on intel xeon and intel xeon phi processors V Saletore, D Karkada, V Sripathi, A Sankaranarayanan, K Datta | 2 | 2018 |
| 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 | 1 | 2023 |
| 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 | 1 | 2022 |
| 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 | 1 | 2021 |
| 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 |
| Methods and apparatus for distributed training of a neural network M Arunachalam, ATR Rajan, D Karkada, A Procter, V Saletore US Patent App. 17/839,010, 2022 | | 2022 |
| 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 |
| Training Speech Recognition Models on HPC Infrastructure D Karkada, VA Saletore 2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC), 124-132, 2018 | | 2018 |
| Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario D Karkada, R Manuvinakurike, K Georgila arXiv preprint arXiv:1807.03950, 2018 | | 2018 |
