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SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection


Aug 21, 2022
Maksim E. Eren, Nick Solovyev, Manish Bhattarai, Kim Rasmussen, Charles Nicholas, Boian S. Alexandrov

* Accepted at ACM Symposium on Document Engineering 2022 (DocEng 22), 2022 

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FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation


May 04, 2022
Maksim E. Eren, Luke E. Richards, Manish Bhattarai, Roberto Yus, Charles Nicholas, Boian S. Alexandrov

* Pre-print - Under review 

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Distributed Out-of-Memory NMF of Dense and Sparse Data on CPU/GPU Architectures with Automatic Model Selection for Exascale Data


Feb 19, 2022
Ismael Boureima, Manish Bhattarai, Maksim Eren, Erik Skau, Philip Romero, Stephan Eidenbenz, Boian Alexandrov

* Submitted to IEEE TKDE 

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Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments


Jul 23, 2021
Manish Bhattarai

* PhD Dissertation 

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A deep Q-Learning based Path Planning and Navigation System for Firefighting Environments


Nov 12, 2020
Manish Bhattarai, Manel Martinez-Ramon

* Accepted to ICAART2021 

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An embedded deep learning system for augmented reality in firefighting applications


Sep 22, 2020
Manish Bhattarai, Aura Rose Jensen-Curtis, Manel MartíNez-Ramón

* Accepted to ICMLA Special Session on Deep Learning 

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A Novel Indoor Positioning System for unprepared firefighting scenarios


Aug 04, 2020
Vamsi Karthik Vadlamani, Manish Bhattarai, Meenu Ajith, Manel Martınez-Ramon


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Distributed Non-Negative Tensor Train Decomposition


Aug 04, 2020
Manish Bhattarai, Gopinath Chennupati, Erik Skau, Raviteja Vangara, Hirsto Djidjev, Boian Alexandrov

* Accepted to IEEE-HPEC 2020 

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Learning Spatial Relationships between Samples of Patent Image Shapes


Apr 27, 2020
Juan Castorena, Manish Bhattarai, Diane Oyen


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Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning


Apr 22, 2020
Manish Bhattarai, Diane Oyen, Juan Castorena, Liping Yang, Brendt Wohlberg


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