Optimizing Kernel Machines Using Deep Learning
Huan Song, Thiagarajan, Jayaraman J., Sattigeri, Prasanna, Spanias, Andreas
Published in IEEE transaction on neural networks and learning systems (01.11.2018)
Published in IEEE transaction on neural networks and learning systems (01.11.2018)
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Journal Article
Visual Exploration of Semantic Relationships in Neural Word Embeddings
Liu, Shusen, Bremer, Peer-Timo, Thiagarajan, Jayaraman J., Srikumar, Vivek, Wang, Bei, Livnat, Yarden, Pascucci, Valerio
Published in IEEE transactions on visualization and computer graphics (01.01.2018)
Published in IEEE transactions on visualization and computer graphics (01.01.2018)
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Journal Article
Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization
Muniraju, Gowtham, Kailkhura, Bhavya, Thiagarajan, Jayaraman J., Bremer, Peer-Timo, Tepedelenlioglu, Cihan, Spanias, Andreas
Published in IEEE transaction on neural networks and learning systems (01.03.2021)
Published in IEEE transaction on neural networks and learning systems (01.03.2021)
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Journal Article
Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion
Kustowski, Bogdan, Gaffney, Jim A., Spears, Brian K., Anderson, Gemma J., Thiagarajan, Jayaraman J., Anirudh, Rushil
Published in IEEE transactions on plasma science (01.01.2020)
Published in IEEE transactions on plasma science (01.01.2020)
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Journal Article
Improving Diversity with Adversarially Learned Transformations for Domain Generalization
Gokhale, Tejas, Anirudh, Rushil, Thiagarajan, Jayaraman J., Kailkhura, Bhavya, Baral, Chitta, Yang, Yezhou
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
Single-Shot Domain Adaptation via Target-Aware Generative Augmentations
Subramanyam, Rakshith, Thopalli, Kowshik, Berman, Spring, Turaga, Pavan, Thiagarajan, Jayaraman J.
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Improving Object Detectors by Exploiting Bounding Boxes for Augmentation Design
Devi, S., Thopalli, Kowshik, Dayana, R., Malarvezhi, P., Thiagarajan, Jayaraman J.
Published in IEEE access (2023)
Published in IEEE access (2023)
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Journal Article