Skip to contents Thiagarajan, Jayaraman [Other]; Ramamurthy, Karthikeyan Natesan [Other]; Turaga, Pavan [Other]; Spanias, Andreas [Other] Image understanding using sparse representations Books View online Schließen > Access ... to E-book via IEEE Xplore (Volltext) Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. San Rafael, California <1537 Fourth Street, San Rafael, CA 94901 USA>: Morgan & Claypool, 2014 ; Online-Ausg. Published in: Synthesis lectures on image, video, and multimedia processing ; 15 Bertini, Enrico [Author]; Bremer, Peer-Timo [Author]; Oelke, Daniela [Author]; Thiagarajan, Jayaraman [Author] ; Enrico Bertini and Peer-Timo Bremer and Daniela Oelke and Jayaraman Thiagarajan [Contributor] Machine Learning Meets Visualization to Make Artificial Intelligence Interpretable (Dagstuhl Seminar 19452) Articles View online Schließen > Links ... to article via DOI Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2020 Thiagarajan, Jayaraman J. [Author]; Ramamurthy, Karthikeyan Natesan [Author]; Turaga, Pavan [Author]; Spanias, Andreas [Author] Image Understanding using Sparse Representations - [1st ed. 2014.] Books View online Schließen > Access ... to E-book via DOI Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Cham: Springer International Publishing, 2014. ; Cham: Imprint: Springer, 2014. Published in: Synthesis Lectures on Image, Video, and Multimedia Processing Song, Hoseung; Thiagarajan, Jayaraman J.; Kailkhura, Bhavya Preventing Failures by Dataset Shift Detection in Safety-Critical Graph Applications Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Frontiers Media SA, 2021 Published in: Frontiers in Artificial Intelligence, 4 (2021) Misra, Sunasira; Jayaraman, Venkataraman; Gnanasekaran, Thiagarajan Trace Level Gas Sensing Characteristics of Nano-Crystalline Silver Decamolybdate Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Scientific Research Publishing, Inc., 2013 Published in: Soft Nanoscience Letters, 3 (2013) 4, Seite 39-42 Ezhuthachan, Bobby; Govindarajan, Suresh; Jayaraman, Thiagarajan A quantum McKay correspondence for fractional 2p-branes on LG orbifolds Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2005 Published in: Journal of High Energy Physics, 2005 (2005) 8, Seite 050-050 Thopalli, Kowshik; Anirudh, Rushil; Turaga, Pavan; Thiagarajan, Jayaraman J. The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Access, 11 (2023), Seite 12858-12869 Thiagarajan, Jayaraman J.; Thopalli, Kowshik; Rajan, Deepta; Turaga, Pavan Training calibration-based counterfactual explainers for deep learning models in medical image analysis Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2022 Published in: Scientific Reports, 12 (2022) 1 Anirudh, Rushil; Thiagarajan, Jayaraman J.; Sridhar, Rahul; Bremer, Peer-Timo MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Frontiers Media SA, 2021 Published in: Frontiers in Big Data, 4 (2021) Thiagarajan, Jayaraman J.; Rajan, Deepta; Katoch, Sameeksha; Spanias, Andreas DDxNet: a deep learning model for automatic interpretation of electronic health records, electrocardiograms and electroencephalograms Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2020 Published in: Scientific Reports, 10 (2020) 1 Shanthamallu, Uday Shankar; Thiagarajan, Jayaraman J.; Song, Huan; Spanias, Andreas GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2020 Published in: IEEE Transactions on Neural Networks and Learning Systems, 31 (2020) 10, Seite 3977-3988 Anirudh, Rushil; Thiagarajan, Jayaraman J.; Kailkhura, Bhavya; Bremer, Peer-Timo MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2020 Published in: International Journal of Computer Vision, 128 (2020) 10-11, Seite 2459-2477 Thiagarajan, Jayaraman J.; Venkatesh, Bindya; Rajan, Deepta; Sattigeri, Prasanna Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis: Improving Reliability of Clinical Models Using Prediction Calibration Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2020 Published in: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis (2020), Seite 71-80 Liu, Shusen; Anirudh, Rushil; Thiagarajan, Jayaraman J; Bremer, Peer-Timo Uncovering interpretable relationships in high-dimensional scientific data through function preserving projections Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. IOP Publishing, 2020 Published in: Machine Learning: Science and Technology, 1 (2020) 4, Seite 045016 Tocaciu, Shreya; Thiagarajan, Jayaraman; Maddern, Guy J.; Wichmann, Matthias W. Mortality after emergency abdominal surgery in a non‐metropolitan Australian centre Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Wiley, 2018 Published in: Australian Journal of Rural Health, 26 (2018) 6, Seite 408-415 Song, Huan; Thiagarajan, Jayaraman J.; Sattigeri, Prasanna; Spanias, Andreas Optimizing Kernel Machines Using Deep Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2018 Published in: IEEE Transactions on Neural Networks and Learning Systems, 29 (2018) 11, Seite 5528-5540 Anirudh, Rushil; Thiagarajan, Jayaraman J.; Bremer, Timo; Kim, Hyojin Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data Conference Proceedings View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. SPIE, 2016 Published in: Medical Imaging 2016: Computer-Aided Diagnosis (2016) Duraimurugan, Kumaraguru; Sivamani, Jayaraman; Sathiyaraj, Munusamy; Thiagarajan, Viruthachalam; Siva, Ayyanar Piezoflurochromism and Aggregation Induced Emission Properties of 9, 10-bis (trisalkoxystyryl) Anthracene Derivatives Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2016 Published in: Journal of Fluorescence, 26 (2016) 4, Seite 1211-1218 Khanduri, Prashant; Kailkhura, Bhavya; Thiagarajan, Jayaraman J.; Varshney, Pramod K. Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2016 Published in: IEEE Signal Processing Letters, 23 (2016) 10, Seite 1484-1488 Thiagarajan, Jayaraman J.; Natesan Ramamurthy, Karthikeyan; Spanias, Andreas Learning Stable Multilevel Dictionaries for Sparse Representations Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2015 Published in: IEEE Transactions on Neural Networks and Learning Systems, 26 (2015) 9, Seite 1913-1926
Thiagarajan, Jayaraman [Other]; Ramamurthy, Karthikeyan Natesan [Other]; Turaga, Pavan [Other]; Spanias, Andreas [Other] Image understanding using sparse representations Books View online Schließen > Access ... to E-book via IEEE Xplore (Volltext) Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. San Rafael, California <1537 Fourth Street, San Rafael, CA 94901 USA>: Morgan & Claypool, 2014 ; Online-Ausg. Published in: Synthesis lectures on image, video, and multimedia processing ; 15
Bertini, Enrico [Author]; Bremer, Peer-Timo [Author]; Oelke, Daniela [Author]; Thiagarajan, Jayaraman [Author] ; Enrico Bertini and Peer-Timo Bremer and Daniela Oelke and Jayaraman Thiagarajan [Contributor] Machine Learning Meets Visualization to Make Artificial Intelligence Interpretable (Dagstuhl Seminar 19452) Articles View online Schließen > Links ... to article via DOI Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2020
Thiagarajan, Jayaraman J. [Author]; Ramamurthy, Karthikeyan Natesan [Author]; Turaga, Pavan [Author]; Spanias, Andreas [Author] Image Understanding using Sparse Representations - [1st ed. 2014.] Books View online Schließen > Access ... to E-book via DOI Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Cham: Springer International Publishing, 2014. ; Cham: Imprint: Springer, 2014. Published in: Synthesis Lectures on Image, Video, and Multimedia Processing
Song, Hoseung; Thiagarajan, Jayaraman J.; Kailkhura, Bhavya Preventing Failures by Dataset Shift Detection in Safety-Critical Graph Applications Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Frontiers Media SA, 2021 Published in: Frontiers in Artificial Intelligence, 4 (2021)
Misra, Sunasira; Jayaraman, Venkataraman; Gnanasekaran, Thiagarajan Trace Level Gas Sensing Characteristics of Nano-Crystalline Silver Decamolybdate Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Scientific Research Publishing, Inc., 2013 Published in: Soft Nanoscience Letters, 3 (2013) 4, Seite 39-42
Ezhuthachan, Bobby; Govindarajan, Suresh; Jayaraman, Thiagarajan A quantum McKay correspondence for fractional 2p-branes on LG orbifolds Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2005 Published in: Journal of High Energy Physics, 2005 (2005) 8, Seite 050-050
Thopalli, Kowshik; Anirudh, Rushil; Turaga, Pavan; Thiagarajan, Jayaraman J. The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2023 Published in: IEEE Access, 11 (2023), Seite 12858-12869
Thiagarajan, Jayaraman J.; Thopalli, Kowshik; Rajan, Deepta; Turaga, Pavan Training calibration-based counterfactual explainers for deep learning models in medical image analysis Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2022 Published in: Scientific Reports, 12 (2022) 1
Anirudh, Rushil; Thiagarajan, Jayaraman J.; Sridhar, Rahul; Bremer, Peer-Timo MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Frontiers Media SA, 2021 Published in: Frontiers in Big Data, 4 (2021)
Thiagarajan, Jayaraman J.; Rajan, Deepta; Katoch, Sameeksha; Spanias, Andreas DDxNet: a deep learning model for automatic interpretation of electronic health records, electrocardiograms and electroencephalograms Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2020 Published in: Scientific Reports, 10 (2020) 1
Shanthamallu, Uday Shankar; Thiagarajan, Jayaraman J.; Song, Huan; Spanias, Andreas GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2020 Published in: IEEE Transactions on Neural Networks and Learning Systems, 31 (2020) 10, Seite 3977-3988
Anirudh, Rushil; Thiagarajan, Jayaraman J.; Kailkhura, Bhavya; Bremer, Peer-Timo MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2020 Published in: International Journal of Computer Vision, 128 (2020) 10-11, Seite 2459-2477
Thiagarajan, Jayaraman J.; Venkatesh, Bindya; Rajan, Deepta; Sattigeri, Prasanna Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis: Improving Reliability of Clinical Models Using Prediction Calibration Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer International Publishing, 2020 Published in: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis (2020), Seite 71-80
Liu, Shusen; Anirudh, Rushil; Thiagarajan, Jayaraman J; Bremer, Peer-Timo Uncovering interpretable relationships in high-dimensional scientific data through function preserving projections Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. IOP Publishing, 2020 Published in: Machine Learning: Science and Technology, 1 (2020) 4, Seite 045016
Tocaciu, Shreya; Thiagarajan, Jayaraman; Maddern, Guy J.; Wichmann, Matthias W. Mortality after emergency abdominal surgery in a non‐metropolitan Australian centre Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Wiley, 2018 Published in: Australian Journal of Rural Health, 26 (2018) 6, Seite 408-415
Song, Huan; Thiagarajan, Jayaraman J.; Sattigeri, Prasanna; Spanias, Andreas Optimizing Kernel Machines Using Deep Learning Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2018 Published in: IEEE Transactions on Neural Networks and Learning Systems, 29 (2018) 11, Seite 5528-5540
Anirudh, Rushil; Thiagarajan, Jayaraman J.; Bremer, Timo; Kim, Hyojin Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data Conference Proceedings View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. SPIE, 2016 Published in: Medical Imaging 2016: Computer-Aided Diagnosis (2016)
Duraimurugan, Kumaraguru; Sivamani, Jayaraman; Sathiyaraj, Munusamy; Thiagarajan, Viruthachalam; Siva, Ayyanar Piezoflurochromism and Aggregation Induced Emission Properties of 9, 10-bis (trisalkoxystyryl) Anthracene Derivatives Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Springer Science and Business Media LLC, 2016 Published in: Journal of Fluorescence, 26 (2016) 4, Seite 1211-1218
Khanduri, Prashant; Kailkhura, Bhavya; Thiagarajan, Jayaraman J.; Varshney, Pramod K. Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2016 Published in: IEEE Signal Processing Letters, 23 (2016) 10, Seite 1484-1488
Thiagarajan, Jayaraman J.; Natesan Ramamurthy, Karthikeyan; Spanias, Andreas Learning Stable Multilevel Dictionaries for Sparse Representations Articles View online Schließen > Access Close > Bookmarks You can manage bookmarks using lists, please log in to your user account for this. Institute of Electrical and Electronics Engineers (IEEE), 2015 Published in: IEEE Transactions on Neural Networks and Learning Systems, 26 (2015) 9, Seite 1913-1926
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