Optimization of deep learning models for inference in low resource environments
Siddhesh Thakur, Sarthak Pati, Junwen Wu, Ravi Panchumarthy et autres
2 citationsComputers in Biology and Medicine
Deepthi Karkada
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14Publications signalées
508Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Radiomics and Machine Learning in Medical ImagingTopic ModelingSpeech and dialogue systemsNatural Language Processing TechniquesPrivacy-Preserving Technologies in Data
Publications récentes
GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows
Sarthak Pati, Siddhesh Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid et autres
38 citationsCommunications Engineering
Author Correction: Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller et autres
5 citationsNature Communications
Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller et autres
384 citationsNature Communications
NIMG-25. OPTIMIZATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS FOR LOW-RESOURCE/CLINICAL ENVIRONMENTS: FOCUS ON CLINICALLY-RELEVANT GLIOMA REGION DELINEATION
Bhakti Baheti, Siddhesh Thakur, Sarthak Pati, Deepthi Karkada et autres
2 citationsNeuro-Oncology
Strategy-level Entrainment of Dialogue System Users in a Creative Visual Reference Resolution Task
Deepthi Karkada, Ramesh Manuvinakurike, Maike Paetzel, Kallirroi Georgila
0 citations
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon L. Edwards, Micah Sheller et autres
11 citationsarXiv (Cornell University)
Optimization of Deep Learning Based Brain Extraction in MRI for Low Resource Environments
Siddhesh Thakur, Sarthak Pati, Ravi Panchumarthy, Deepthi Karkada et autres
7 citationsLecture notes in computer science
RDG-Map: A Multimodal Corpus of Pedagogical Human-Agent Spoken Interactions.
Maike Paetzel, Deepthi Karkada, Ramesh Manuvinakurike
1 citationUppsala University Publications (Uppsala University)
Nontrivial Lexical Convergence in a Geography-Themed Game
Amanda Bergqvist, Ramesh Manuvinakurike, Deepthi Karkada, Maike Paetzel
0 citations
Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model
Aishwarya Bhandare, Vamsi Sripathi, Deepthi Karkada, Vivek Menon et autres
57 citationsarXiv (Cornell University)
Efficient 8-Bit Quantization of Transformer Neural Machine Language\n Translation Model
Aishwarya Bhandare, Vamsi Sripathi, Deepthi Karkada, Vivek Menon et autres
56 citationsarXiv (Cornell University)
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