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Fan Xing

2 accepted papers

2025

RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection

CVPR 2025poster

Reversible Adversarial Examples (RAE) are designed to protect the intellectual property of datasets. Such examples can function as imperceptible adversarial examples to erode the model performance of unauthorized users while allowing authorized users to remove the adversarial perturbations and recov…

Cited by 0SourcePDFScholar
2022

Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation

NAACL 2022long

Seq2seq language generation models that are trained offline with multiple domains in a sequential fashion often suffer from catastrophic forgetting. Lifelong learning has been proposed to handle this problem. However, existing work such as experience replay or elastic weighted consolidation requires…

Cited by 56SourcePDFScholar