SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models

Autor: Park, Haekyu, Wang, Zijie J., Das, Nilaksh, Paul, Anindya S., Perumalla, Pruthvi, Zhou, Zhiyan, Chau, Duen Horng

Skeleton-based human action recognition technologies are increasingly used in video based applications, such as home robotics, healthcare on aging population, and surveillance. However, such models are vulnerable to adversarial attacks, raising serio

Externí odkaz: http://arxiv.org/abs/2101.10586

Towards resilient machine learning for ransomware detection

Autor: Chen, Li, Yang, Chih-Yuan, Paul, Anindya, Sahita, Ravi

There has been a surge of interest in using machine learning (ML) to automatically detect malware through their dynamic behaviors. These approaches have achieved significant improvement in detection rates and lower false positive rates at large scale

Externí odkaz: http://arxiv.org/abs/1812.09400

Protein N-Glycans in Healthy and Sclerotic Glomeruli in Diabetic Kidney Disease

Autor: Veličković, Dušan, Shapiro, John P., Parikh, Samir V., Rovin, Brad, Toto, Robert D., Vazquez, Miguel A., Poggio, Emilio D., O'Toole, John F., Sedor, John R., Alexandrov, Theodore, Jain, Sanjay, Bitzer, Markus, Hodgin, Jeffrey, Veličković, Marija, Sharma, Kumar, Anderton, Christopher R., Adeyi, Oyedele A., Alakwaa, Fadhl, Alexandrov, Theodore, Allen, Jamie L., Alpers, Charles E., Alvear, Alison Bunio, Ambekar, Akhil, Ancheta, Joed, Anderton, Christopher R., Angus, Sophia A., Anjani, Kavya, Appelbaum, Paul S., Ardayfio, Joseph, Arora, Tanima, Ascani, Heather K., Asghari, Mahla, El-Achkar, Tarek M., Athar, Humra, Atta, Mohamed G., Aulisio, Mark P., Aw, Stephanie J., Azeloglu, Evren U., Bagne, Cathy A., Balderes, Olivia, Balis, Ulysses G.J., Barasch, Jonathan, Barisoni, Laura, Barwinska, Daria, Basta, Jeannine, Bebiak, Jack, Beck, Laurence H., Berge, Jerica M., Berglund, Ashley C., Bernard, Lauren, Berry, Brooke, Beyda, David H., Bhanushali, Jini Ashok, Bitzer, Markus, Bjornstad, Petter, Blanc, Victoria M., Blank, Kristina N., Bledsoe, Sharon B., Bogen, Steve, Bomback, Andrew S., Bonevich, Nikole, Border, Samuel, Börner, Katy, Bowen, William S., Boys, Charlotte, Bracamonte, Erika R., Bream, Peter R., Brosius, Frank C., Brown, Keith D., Budiman, Tifanny, Bueckle, Andreas, Bui, J.T., James, T., Burg, Ashley R., Burgess, Adam, Bush, Lakeshia, Bush, William S., Cai, Qi, Calixte, Marie Florence, Cameron-Wheeler, Tashas, Campbell, Kirk N, Campbell, Taneisha, Campbell, Catherine, Campos, Baltazar, Canetta, Pietro A., Cantley, Lloyd G, Caramori, M. Luiza, Carmona-Powell, Eunice, Carson, Jonas M, Chan, Lili, Chen, Sarah W, Chen, Yijiang, Cheng, Ying-Hua, Bejarano, Maria Chilo, Choe, Kisurb, Cimino, James G., Coca, Steven G., Coleman, Alyson, Colley, Madeline E., Collie, Mary M., Colona, Mia R., Commander, Clayton W., Conlon, Kristine, Conser, Ninive, Cooperman, Leslie, Corona-Villalobos, Celia P., Crawford, Dana C., Creger, Nathan, Cuevas-Rios, Yarieli, D'Agati, Vivette ., Dagher, Pierre c., de Boer, Ian H., de Caestecker, M.P, de Cos, Marina, Gonçalves, Joana P., Dekker, Matthew, Demeke, Dawit, Dighe, Ashveena L, Ding, Yanli, Djambazova, Katerina V., Donohoe, Isabel, Dowd, Frederick, Drawz, P.E., Dufresne, Martin, Dull, Rachel, Dunn, Kenneth W., Duran, Daniel Damian, Eadon, Michael T, Eddy, Sean, Elder, Michele M, Fallegger, Robin, Farrow, Melissa A, Ferkowicz, Michael, Fine, Derek M., Flanagan, Siobhan M., Fogo, Agnes B., Fox, Monica L., Frey, Renee, Froment, Anne, Gaba, Ron C., Gadegbeku, Crystal A, Gaut, Joseph P., Gehlenborg, Nils, Geraghty, Molly C, Ghag, Reetika, Gilliam, Matthew, Ginley, Brandon, Gisch, Debora, Gordon, Ronald E., Gorman, Brittney L., Greka, Anna, Grewenow, Stephanie M., Gurung, Bhupendra Kumar, Guthrie, Leah, Hacohen, Nir, Haddad, Samuel, Hall, Daniel E., Hansen, Jens, Harindhanavudhi, Tasma, Hartman, John, Hayashi, Lynda, Haydak, Jonathan, He, John Cijiang, He, Yongqun, Hedayati, S. Susan, Henderson, Dori, Henderson, Joel M, Hendricks, Allen R, Henshaw, Asari, Herlitz, Leal, Hernandez, Jeanine, Herr, Bruce W., Himmelfarb, Jonathan, Hodgin, Jeffrey B., Hoofnagle, Andrew N, Horowitz, Carol R., Hsieh, E.W.Y., Huynh, Courtney, Iyengar, Ravi, Jain, Sanjay, Janowczyk, Andrew, Jeffers, Vivian, Jefferson, Nichole M., Jennette, J Charles, Johansen, Camille, Jolly, Stacey, Jones, Christopher J., Jones, Jennifer L., Jones, Kiasha, Joyeux, Cienn N., Ju, Wenjun, Judd, Audra M., Kakade, Vijayakumar R, Kakarla, Dhatri, Kaspari, Rachel R., Kaushal, Madhurima, Keefe, Nicole, Keller, Mark S., Kelley, Sara S., Kellum, John A., Kelly, K. J., Kelly, Tanika N., Kermani, Asra, Kiryluk, Krzysztof, Klett, Susan, Knight, Richard A., Knoten, Amanda, Koch, Gina, Koewler, Robert, Kretzler, Matthias, Kruse, Angela R.S., Küchenhoff, Leonie, Lake, Blue B., Lardenoije, Roy, Larson, Astrid, Larson, Brandon G, Lash, James P., Laszik, Zoltan G., Lecker, Stewart H., Lee, Simon C., Lee, Sora, Lefferts, Sean, Li, Xiang, Lienczewski, Chrysta C, Limonte, Christine P, Lucarelli, Nicholas, Lukowski, Jessica, Lutnick, Brendon, Ma, Shihong, Ma, Sisi, Madabhushi, Anant, Maikhor, Shana, Mao, Weiguang, Mariani, Laura H., Markovic, Marina, Marquez, Nicole, Marshall, Jamie L., McAdams, Meredith C, McClelland, Robyn L., McCown, Phillip J., McMahon, Gearoid Michael, McMurray, Amy, Mehl, Karla, Meliambro, Kristin, Ferreira, Ricardo Melo, Mendoza, Katherine, Menez, Steven, Menon, Rajasree, Meza, Natalie, Migas, Lukasz G., Miller, R. Tyler, Mimar, Sayat, Minor, Brittany C, Mody, Priya, Moeckel, Gilbert W., Moledina, D.G., Molina-Guzman, Jenny, Monroy-Trujillo, Jose M, Morales, Alexander, Moreno, Vanessa, Mottl, Amy K., Mukatash, Tariq, Munar, Dane, Murugan, Raghavan, Nachman, Patrick H., Nadkarni, Girish N, Naglah, Ahmed, Nair, Viji, Nam, Yunbi, Narasimhan, R., Nwanne, Gerald, O'Malley, Charles, O'Toole, John F., Toro, Fernanda Ochoa, Oliver, George (Holt), Onul, Ingrid F, Otto, Edgar A., Palevsky, Paul M., Palmer, Ellen, Pamreddy, Annapurna, Parikh, Chirag R., Parikh, Samir V, Park, Christopher, Park, Harold, Paša-Tolić, Ljiljana, Patel, Jiten, Patel, Marissa, Patlis, Boris S., Paul, Anindya S., Phuong, Jimmy, Pillai, Anil, Pinkeney, Roy, Plisiewicz, Alexa, Poggio, Emilio D, Pollack, Ari, Prasad, Pottumarthi V, Pyle, Laura, Quardokus, Ellen M., Quiroga, Arabela, Ragi, Nagarjunachary, Randhawa, Parmjeet, Randle, Teresa, Rao, Via, Rauchman, Michael, Rauwolf, Nicolas J, Reamy, Rebecca, Record, Elizabeth G., Redmond, Devona, Rennke, Helmut, Renteria, Amada, Rezaei, Kasra A, Rhodes, Rosamond, Ricardo, Ana C., Rice, Samuel, Rivera, Marcelino, Roberts, Glenda V., Rosas, R., Sylvia, E., Rose, Michael P., Rosen, Seymour, Rosenberg, Avi Z., Rosenberg, Michael S., Rosengart, Matthew R., Rovin, Brad H., Roy, Neil, Roy-Chaudhury, Prabir, Rubinsky, Melissa D., Sabo, Angela R., Saez-Rodriguez, Julio, Safadi, Sami, Samari, Imane H., Sanora, Ana Celina, Sarder, Pinaki, Sarkisova, Natalya, Sarwal, Minnie M, Saul, John, Saunders, Milda R., Schaub, Jennifer A., Schmidt, IM, Scott, Raymond, Scroggins, Aaron, Sealfon, Rachel S. G., Sedor, John R., Sendrey, Dianna, Setty, Suman, Shah, Sonya, Shariff, Saad Mohammed, Sharma, Kumar, Shaw, Melissa M., Sigdel, Tara K, Silva, Paolo S., Snyder, Jaime, Snyder, Michelle L., Spates-Harden, Kassandra, Sperati, C. John, Spraggins, Jeffrey M., Srivastava, Anand, Stashevsky, Jennifer, Steck, Becky, Stillman, Isaac E, Stutzke, Christy, Subramanian, Lalita, Sun, Jennifer K., Rajan, Sandhya Sundar, Sutton, Timothy A., Taliercio, Jonathan J, Tan, Roderick, Tanevski, Jovan, Thajudeen, Bijin, Thurman, Joshua M., Tokita, Joji, Torrealba, Jose R., Toto, Robert D, Tout, Haneen, Troyanskaya, Olga G, Tsosie, Rebecca, Turner, Jeffrey M, Tuttle, Katherine R., Ugwuowo, Ugochukwu, Upadhyay, Ashish, Valerius, M. Todd, Van de Plas, Raf, Varela, German, Vazquez, Miguel A., Velickovic, Dusan, Venkatachalam, Manjeri, Verdoes, Abraham, Verma, Ashish, Victoria-Castro, Angela M., Vijayan, Anitha, Villalobos, Alexander, Viloria, Noralinda B., Vinovskis, Carissa, Vita, Tina, Waikar, Sushrut S., Wang, Ashley R., Wang, Bangchen, Wang, Nancy, Wang, Ruikang, Wangperawong, Artit, Ward, Stephen C, Warfield, Curtis, Weins, Astrid, Wen, Natasha, Wen, Yumeng, Wilcox, Adam, Williams, James C., Williams, Kayleen, Williams, Mark E., Wilson, F. Perry, Winfree, Seth, Winters, James, Wofford, Stephanie, Wolf, Susan M., Wong, Aaron, Woodhead, Gregory, Wright, Devin M., Wright, Zach, Wright, Zoe, Wrobel, Julia, Xing, Fuyong, Xu, Alan, Yadati, Pranav, Ye, Hongping, Young, Bessie A., Yu, Guanghao, Mon-Wei Yu, Samuel, Zeinoun, Gabriel, Zeitler, Evan M., Zhang, Bo, Zhang, Guanshi, Zhang, Yi

Publikováno v: Journal of the American Society of Nephrology; September 2024, Vol. 35 Issue: 9 p1198-1207, 10p

Correlation of glomerular histomorphometry changes with spatially resolved transcriptomic profiles in diabetic nephropathy

Autor: Tomaszewski, John E., Ward, Aaron D., Naglah, Ahmed, Mimar, Sayat, Paul, Anindya, Melo Ferreira, Ricardo, Rosenberg, Avi Z., Han, Seung Seok, Ray, Jessica, Eadon, Michael T., Sarder, Pinaki

Publikováno v: Proceedings of SPIE; April 2024, Vol. 12933 Issue: 1 p129331G-129331G-5, 1163985p

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