Papers citing 'Avoiding spurious correlations via logit correction'

Title
Mitigating Spurious Correlations in Patch-wise Tumor Classification on High-Resolution Multimodal Images Ihab Asaad M. Shadaydeh Joachim Denzler 42 0 0 17 Nov 2025
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification Abhipsa Basu Aviral Gupta Abhijnya Bhat R. Venkatesh Babu DiffM 235 0 0 11 Nov 2025
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow Xinlei Yu C. Xu Guibin Zhang Yongbo He Zhangquan Chen ... Jiangning Zhang Yue Liao Xiaobin Hu Yu-Gang Jiang Shuicheng Yan 149 3 0 26 Sep 2025
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification Shuo Yang Bardh Prenkaj Gjergji Kasneci 240 1 0 17 Jun 2025
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification Miaoyun Zhao Qiang Zhang C. Li 240 0 0 11 May 2025
FLAM: Frame-Wise Language-Audio Modeling Yusong Wu Christos Tsirigotis Ke Chen Cheng-Zhi Anna Huang Rameswar Panda Oriol Nieto Prem Seetharaman Justin Salamon 310 5 0 08 May 2025
Class-Conditional Distribution Balancing for Group Robust Classification Miaoyun Zhao Qiang Zhang C. Li 251 1 0 24 Apr 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background PriorsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 432 5 0 22 Mar 2025
Gradient Extrapolation for Debiased Representation Learning Ihab Asaad M. Shadaydeh Joachim Denzler 258 1 0 17 Mar 2025
Project-Probe-Aggregate: Efficient Fine-Tuning for Group RobustnessComputer Vision and Pattern Recognition (CVPR), 2025 B. Zhu Jiequan Cui Haiqi Zhang Chi Zhang 319 2 0 12 Mar 2025
Group-robust Sample Reweighting for Subpopulation Shifts via Influence FunctionsInternational Conference on Learning Representations (ICLR), 2025 Rui Qiao Zhaoxuan Wu Jingtan Wang Pang Wei Koh Bryan Kian Hsiang Low OOD 306 5 0 10 Mar 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 205 0 0 06 Mar 2025
Compositional World Knowledge leads to High Utility Synthetic data Sachit Gaudi Gautam Sreekumar Vishnu Boddeti 213 0 0 06 Mar 2025
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization Simone Bombari Marco Mondelli 610 5 0 03 Feb 2025
Re-evaluating Group Robustness via Adaptive Class-Specific ScalingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Seonguk Seo Bohyung Han 264 0 0 19 Dec 2024
The Pitfalls of Memorization: When Memorization Hurts GeneralizationInternational Conference on Learning Representations (ICLR), 2024 Reza Bayat Mohammad Pezeshki Elvis Dohmatob David Lopez-Paz Pascal Vincent OOD 291 15 0 10 Dec 2024
Mitigating Spurious Correlations via Disagreement ProbabilityNeural Information Processing Systems (NeurIPS), 2024 Hyeonggeun Han Sehwan Kim Hyungjun Joo Sangwoo Hong Jungwoo Lee 449 4 0 04 Nov 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample PerspectiveNeural Information Processing Systems (NeurIPS), 2024 Yeonsung Jung Jaeyun Song J. Yang Jin-Hwa Kim Sung-Yub Kim Eunho Yang 365 3 0 01 Nov 2024
Effective Guidance for Model Attention with Simple Yes-no AnnotationsBigData Congress [Services Society] (BSS), 2024 Seongmin Lee Ali Payani Duen Horng Chau FAtt 276 0 0 29 Oct 2024
Reducing Hallucinations in Vision-Language Models via Latent Space Steering Sheng Liu Haotian Ye Lei Xing James Zou VLM LLMSV 277 32 0 21 Oct 2024
CosFairNet:A Parameter-Space based Approach for Bias Free LearningBritish Machine Vision Conference (BMVC), 2024 Rajeev Ranjan Dwivedi Priyadarshini Kumari Vinod K Kurmi 127 1 0 19 Oct 2024
Compositional Risk Minimization Divyat Mahajan Mohammad Pezeshki Charles Arnal Alexia Jolicoeur-Martineau Kartik Ahuja Pascal Vincent 380 9 0 08 Oct 2024
Automated radiotherapy treatment planning guided by GPT-4Vision Sheng Liu O. Pastor-Serrano Yizheng Chen Matthew Gopaulchan Weixing Liang ... Michael Gensheimer P. Dong Yong Yang James Zou Lei Xing 317 12 0 21 Jun 2024
DeNetDM: Debiasing by Network Depth Modulation Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath Anjan Dutta 173 5 1 28 Mar 2024
Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations GuanWen Qiu Da Kuang Surbhi Goel 364 11 0 05 Mar 2024
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning Wenqian Ye Luyang Jiang Xu Cao Guangtao Zheng Yunsheng Ma ... Huang Ziran Wang James M. Rehg Henry Kautz Andrew Gordon Wilson OOD AAML CML 433 58 0 20 Feb 2024
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling Weicheng Zhu Sheng Liu C. Fernandez‐Granda N. Razavian 205 2 0 27 Nov 2023
Group Robust Classification Without Any Group InformationNeural Information Processing Systems (NeurIPS), 2023 Christos Tsirigotis João Monteiro Pau Rodríguez David Vazquez Aaron Courville OOD 232 25 0 28 Oct 2023
Distributionally Robust Post-hoc Classifiers under Prior ShiftsInternational Conference on Learning Representations (ICLR), 2023 Jiaheng Wei Harikrishna Narasimhan Ehsan Amid Wenjun Chu Yang Liu Abhishek Kumar OOD 162 22 0 16 Sep 2023