Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases

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Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases

5 December 2022

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Papers citing "Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases"

13 / 13 papers shown

Title
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts Michal Golovanevsky William Rudman Michael Lepori Amir Bar Ritambhara Singh Carsten Eickhoff 92 0 0 21 May 2025
Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models Mishal Fatima Steffen Jung Margret Keuper 77 0 0 06 May 2025
Severing Spurious Correlations with Data Pruning Varun Mulchandani Jung-Eun Kim 470 1 0 24 Mar 2025
Seeing What's Not There: Spurious Correlation in Multimodal LLMs Parsa Hosseini Sumit Nawathe Mazda Moayeri S. Balasubramanian Soheil Feizi LRM 105 3 0 11 Mar 2025
Trustworthy AI: Safety, Bias, and Privacy -- A Survey Xingli Fang Jianwei Li Varun Mulchandani Jung-Eun Kim 82 0 0 11 Feb 2025
Sebra: Debiasing Through Self-Guided Bias Ranking Adarsh Kappiyath Abhra Chaudhuri Ajay Jaiswal Ziquan Liu Yunpeng Li Xiatian Zhu L. Yin CML 417 1 1 30 Jan 2025
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious Correlations Qixuan Jin Walter Gerych Marzyeh Ghassemi DiffM MedIm 77 0 0 16 Nov 2024
Towards Utilising a Range of Neural Activations for Comprehending Representational Associations Laura O'Mahony Nikola S. Nikolov David JP O'Sullivan 148 0 0 15 Nov 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models Maya Varma Jean-Benoit Delbrouck Zhihong Chen Akshay S. Chaudhari C. Langlotz VLM 116 9 0 06 Nov 2024
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations Tyler LaBonte John C. Hill Xinchen Zhang Vidya Muthukumar Abhishek Kumar AAML 72 2 0 19 Jul 2024
Quantifying Spuriousness of Biased Datasets Using Partial Information Decomposition Barproda Halder Faisal Hamman Pasan Dissanayake Qiuyi Zhang Ilia Sucholutsky Sanghamitra Dutta 85 2 0 29 Jun 2024
Unsupervised Concept Discovery Mitigates Spurious Correlations Md Rifat Arefin Yan Zhang A. Baratin Francesco Locatello Irina Rish Dianbo Liu Kenji Kawaguchi 104 6 0 20 Feb 2024
Spurious Correlations in Machine Learning: A Survey Wenqian Ye Guangtao Zheng Xu Cao Yunsheng Ma Aidong Zhang OOD AAML CML 115 43 0 20 Feb 2024