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Academic Web Pages2023-11-10 00:00:002024-06-10 13:53:14Understanding Deep Gradient Leakage via Inversion Influence Functions
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Academic Web Pages2023-07-24 00:00:002024-06-10 14:18:55Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
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Academic Web Pages2023-05-13 00:00:002024-06-10 14:33:16How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts
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Academic Web Pages2023-05-01 00:00:002024-06-10 14:32:38Empowering Graph Representation Learning with Test-Time Graph Transformation
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Academic Web Pages2023-05-01 00:00:002024-06-10 14:32:30Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection
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Academic Web Pages2023-02-06 00:00:002024-03-18 19:29:50USDNL: Uncertainty- based Single Dropout in Noisy Label Learning
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Academic Web Pages2022-11-27 00:00:002024-03-18 19:29:46Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
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Academic Web Pages2022-11-27 00:00:002024-03-18 19:29:31Robust Unsupervised Domain Adaptation from a Corrupted Source
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Academic Web Pages2022-04-25 00:00:002024-03-18 19:28:56How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
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Academic Web Pages2022-02-21 00:00:002024-03-18 19:29:49Unsupervised Deep Anomaly Detection by Robust Density Estimation
