Optimizing Kernel Machines Using Deep Learning von Huan Song, Thiagarajan, Jayaraman J., Sattigeri, Prasanna, Spanias, Andreas

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Training calibration-based counterfactual explainers for deep learning models in medical image analysis von Thiagarajan, Jayaraman J., Thopalli, Kowshik, Rajan, Deepta, Turaga, Pavan

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The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation von Thopalli, Kowshik, Anirudh, Rushil, Turaga, Pavan, Thiagarajan, Jayaraman J.

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Designing accurate emulators for scientific processes using calibration-driven deep models von Thiagarajan, Jayaraman J., Venkatesh, Bindya, Anirudh, Rushil, Bremer, Peer-Timo, Gaffney, Jim, Anderson, Gemma, Spears, Brian

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Visual Exploration of High-Dimensional Data through Subspace Analysis and Dynamic Projections von Liu, S., Wang, B., Thiagarajan, J. J., Bremer, P.-T., Pascucci, V.

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Accelerating the rate of discovery: toward high-repetition-rate HED science von Ma, T, Mariscal, D, Anirudh, R, Bremer, T, Djordjevic, B Z, Galvin, T, Grace, E, Herriot, S, Jacobs, S, Kailkhura, B, Hollinger, R, Kim, J, Liu, S, Ludwig, J, Neely, D, Rocca, J J, Scott, G G, Simpson, R A, Spears, B S, Spinka, T S, Swanson, K, Thiagarajan, J J, Van Essen, B, Wang, S, Wilks, S C, Williams, G J, Zhang, J, Herrmann, M C, Haefner, C

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A flexible proton beam imaging energy spectrometer (PROBIES) for high repetition rate or single-shot high energy density (HED) experiments (invited) von Mariscal, D. A., Djordjević, B. Z., Anirudh, R., Bremer, T., Campbell, P. C., Feister, S., Folsom, E., Grace, E. S., Hollinger, R., Jacobs, S. A., Kailkhura, B., Kalantar, D., Kemp, A. J., Kim, J., Kur, E., Liu, S., Ludwig, J., Morrison, J., Nedbailo, R., Ose, N., Park, J., Rocca, J. J., Scott, G. G., Simpson, R. A., Song, H., Spears, B., Sullivan, B., Swanson, K. K., Thiagarajan, J., Wang, S., Williams, G. J., Wilks, S. C., Wyatt, M., Van Essen, B., Zacharias, R., Zeraouli, G., Zhang, J., Ma, T.

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Transfer learning and multi-fidelity modeling of laser-driven particle acceleration von Djordjević, B. Z., Kim, J., Wilks, S. C., Ludwig, J., Myers, C., Kemp, A. J., Swanson, K. K., Zeraouli, G., Grace, E. S., Simpson, R. A., Rusby, D., Antoine, A. F., Bremer, P.-T., Thiagarajan, J., Anirudh, R., Williams, G. J., Ma, T., Mariscal, D. A.

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Improving Object Detectors by Exploiting Bounding Boxes for Augmentation Design von Devi, S., Thopalli, Kowshik, Dayana, R., Malarvezhi, P., Thiagarajan, Jayaraman J.

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Toward machine-learning-assisted PW-class high-repetition-rate experiments with solid targets von Mariscal, D. A., Djordjevic, B. Z., Anirudh, R., Jayaraman-Thiagarajan, J., Grace, E. S., Simpson, R. A., Swanson, K. K., Galvin, T. C., Mittelberger, D., Heebner, J. E., Muir, R., Folsom, E., Hill, M. P., Feister, S., Ito, E., Valdez-Sereno, K., Rocca, J. J., Park, J., Wang, S., Hollinger, R., Nedbailo, R., Sullivan, B., Zeraouli, G., Shukla, A., Turaga, P., Sarkar, A., Van Essen, B., Liu, S., Spears, B., Bremer, P.-T., Ma, T.

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MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking von Anirudh, Rushil, Thiagarajan, Jayaraman J., Kailkhura, Bhavya, Bremer, Peer-Timo

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Review of management practices of sinogenic intracranial abscesses in children von Milinis, K, Thiagarajan, J, Leong, S, De, S, Sinha, A, Sharma, R, Sharma, S

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Transformer-powered surrogates close the ICF simulation-experiment gap with extremely limited data von Olson, Matthew L, Liu, Shusen, Thiagarajan, Jayaraman J, Kustowski, Bogdan, Wong, Weng-Keen, Anirudh, Rushil

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Thermochemical behaviors and co-gasification kinetics of palm kernel shells with bituminous coal von Thiagarajan, J., Srividhya, P. K., Balasubramanian, P.

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Experimental Study of Ingestion in the Rotor–Stator Disk Cavity of a Subscale Axial Turbine Stage von Balasubramanian, J, Pathak, P. S, Thiagarajan, J. K, Singh, P, Roy, R. P, Mirzamoghadam, A. V

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GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models von Shanthamallu, Uday Shankar, Thiagarajan, Jayaraman J., Song, Huan, Spanias, Andreas

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Preventing Failures by Dataset Shift Detection in Safety-Critical Graph Applications von Song, Hoseung, Thiagarajan, Jayaraman J., Kailkhura, Bhavya

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Improved surrogates in inertial confinement fusion with manifold and cycle consistencies von Anirudh, Rushil, Thiagarajan, Jayaraman J., Bremer, Peer-Timo, Spears, Brian K.

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Visual Exploration of Semantic Relationships in Neural Word Embeddings von Liu, Shusen, Bremer, Peer-Timo, Thiagarajan, Jayaraman J., Srikumar, Vivek, Wang, Bei, Livnat, Yarden, Pascucci, Valerio

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Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning von Thiagarajan, Jayaraman J., Ramamurthy, Karthikeyan Natesan, Spanias, Andreas

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