Gowthami Somepalli

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Micah GoldblumNew York UniversityVerifierad e-postadress på nyu.edu
Tom GoldsteinVolpi-Cupal Associate Professor of Computer Science, University of MarylandVerifierad e-postadress på cs.umd.edu
Jonas GeipingPostdoc at University of Maryland, College ParkVerifierad e-postadress på umd.edu
Avi SchwarzschildPhD Student, University of MarylandVerifierad e-postadress på umd.edu
C. Bayan BrussCapital OneVerifierad e-postadress på capitalone.com
Michael MoellerProfessor for Computer Vision, University of Siegen, GermanyVerifierad e-postadress på uni-siegen.de
Yehuda DarComputer Science Dept., Ben-Gurion UniversityVerifierad e-postadress på bgu.ac.il
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityVerifierad e-postadress på rice.edu
Ping-yeh ChiangUniversity of Maryland - College ParkVerifierad e-postadress på cs.umd.edu
Arpit BansalUniversity of Maryland, College ParkVerifierad e-postadress på umd.edu
Soheil FeiziUniversity of Maryland, College ParkVerifierad e-postadress på cs.umd.edu
Yogesh BalajiPhD student at University of Maryland, College ParkVerifierad e-postadress på cs.umd.edu
Vasu SinglaUniversity of MarylandVerifierad e-postadress på cs.umd.edu
Ravid Shwartz-ZivNew York UniversityVerifierad e-postadress på nyu.edu
Andrew Gordon WilsonNew York UniversityVerifierad e-postadress på cims.nyu.edu
Sridhar HannenhalliSenior Investigator, Cancer Data Science Lab, National Cancer Institute. NIHVerifierad e-postadress på nih.gov
Kamal GuptaUniversity of Maryland, College ParkVerifierad e-postadress på cs.umd.edu
Matthias ZwickerProfessor of Computer Science, University of Maryland, College ParkVerifierad e-postadress på cs.umd.edu
Abhinav ShrivastavaAssistant Professor, University of Maryland, College ParkVerifierad e-postadress på cs.umd.edu
AnubhavUniversity of Maryland, College ParkVerifierad e-postadress på umd.edu

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Gowthami Somepalli

University of Maryland, College Park

Verifierad e-postadress på umd.edu - Startsida

Machine Learning


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training G Somepalli, M Goldblum, A Schwarzschild, CB Bruss, T Goldstein arXiv preprint arXiv:2106.01342, 2021	81*	2021
What Doesn't Kill You Makes You Robust (er): How to Adversarially Train against Data Poisoning J Geiping, L Fowl, G Somepalli, M Goldblum, M Moeller, T Goldstein arXiv preprint arXiv:2102.13624, 2021	39	2021
Can neural nets learn the same model twice? investigating reproducibility and double descent from the decision boundary perspective G Somepalli, L Fowl, A Bansal, P Yeh-Chiang, Y Dar, R Baraniuk, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	31	2022
Diffusion art or digital forgery? investigating data replication in diffusion models G Somepalli, V Singla, M Goldblum, J Geiping, T Goldstein Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023	19	2023
Unsupervised Anomaly Detection with Adversarial Mirrored AutoEncoders G Somepalli, Y Wu, Y Balaji, B Vinzamuri, S Feizi Uncertainty in Artificial Intelligence, PMLR 161:365-375, 2021	13*	2021
How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization J Geiping, M Goldblum, G Somepalli, R Shwartz-Ziv, T Goldstein, ... arXiv preprint arXiv:2210.06441, 2022	7*	2022
PatchGame: learning to signal mid-level patches in referential games K Gupta, G Somepalli, A Anubhav, VYJ Magalle Hewa, M Zwicker, ... Advances in Neural Information Processing Systems 34, 26015-26027, 2021	3	2021
Prioritizing and characterizing functionally relevant genes across human tissues G Somepalli, S Sahoo, A Singh, S Hannenhalli PLoS Computational Biology 17 (7), e1009194, 2021	3	2021
DSIPHER: Drug SIde effect Prediction HEuRistic A Pathni, A Wikner, G Somepalli, K Gupta
DeepPUNs: Deep Positive Unlabeled Networks G Somepalli, N Kalibhat, P Kumar
An Investigation into the Role of Author Demographics in ICLR Participation and Review K Ganapathy, E Liu, Z Zarger, G Somepalli, M Goldblum, T Goldstein

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