Training Debiased Subnetworks with Contrastive Weight PruningComputer Vision and Pattern Recognition (CVPR), 2022 |
Discover and Mitigate Unknown Biases with Debiasing Alternate NetworksEuropean Conference on Computer Vision (ECCV), 2022 |
Learning Debiased Classifier with Biased CommitteeNeural Information Processing Systems (NeurIPS), 2022 |
Learning Fair Representation via Distributional Contrastive
DisentanglementKnowledge Discovery and Data Mining (KDD), 2022 |
Mitigating Dataset Bias by Using Per-sample GradientInternational Conference on Learning Representations (ICLR), 2022 |
Revisiting the Importance of Amplifying Bias for DebiasingAAAI Conference on Artificial Intelligence (AAAI), 2022 |
OccamNets: Mitigating Dataset Bias by Favoring Simpler HypothesesEuropean Conference on Computer Vision (ECCV), 2022 |
General Greedy De-bias LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |