Browsing by Author Jha, Somesh

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Showing results 1 to 6 of 6
TitleAuthor(s)Issue Date
ATOM: Robustifying Out-of-Distribution Detection Using Outlier Mining
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles
Proceeding/Conference:Advances in Neural Information Processing Systems
2021
Robust attribution regularization
Proceeding/Conference:Advances in Neural Information Processing Systems
2019
Stratified Adversarial Robustness with Rejection
Proceeding/Conference:Proceedings of Machine Learning Research
2023
TOWARDS EVALUATING THE ROBUSTNESS OF NEURAL NETWORKS LEARNED BY TRANSDUCTION
Proceeding/Conference:ICLR 2022 - 10th International Conference on Learning Representations
2022
Towards understanding limitations of pixel discretization against adversarial attacks
Proceeding/Conference:Proceedings - 4th IEEE European Symposium on Security and Privacy, EURO S and P 2019
2019