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cs.LG2025
Unifying Perplexing Behaviors in Modified BP Attributions through Alignment Perspective
Guanhua Zheng, Jitao Sang, Changsheng Xu
Attributions aim to identify input pixels that are relevant to the decision-making process. A popular approach involves using modified backpropagation (BP) rules to reverse decisio…
cs.LG2023
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias
Shangxi Wu, Qiuyang He, Jian Yu +1
With the swift advancement of deep learning, state-of-the-art algorithms have been utilized in various social situations. Nonetheless, some algorithms have been discovered to exhib…