Metadata Normalization

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Metadata Normalization

Computer Vision and Pattern Recognition (CVPR), 2021

19 April 2021

Qingyu Zhao

Juan Carlos Niebles

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Papers citing "Metadata Normalization"

14 / 14 papers shown

Title
Confounder-Free Continual Learning via Recursive Feature Normalization Yash Shah Camila Gonzalez Mohammad H. Abbasi Qingyu Zhao K. Pohl Ehsan Adeli CLL BDL 299 0 0 11 Jul 2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PETIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Yitong Li Morteza Ghahremani Youssef Wally Christian Wachinger MedIm 248 6 0 30 Oct 2024
Generalizing Orthogonalization for Models with Non-LinearitiesInternational Conference on Machine Learning (ICML), 2024 David Rügamer Chris Kolb Tobias Weber Lucas Kook Thomas Nagler 209 1 0 03 May 2024
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation Jensen Hwa Qingyu Zhao Aditya Lahiri Adnan Masood Babak Salimi Ehsan Adeli OOD CML 123 4 0 21 Apr 2024
Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs Wei Peng Tomas Bosschieter J. Ouyang Robert Paul Ehsan Adeli Qingyu Zhao K. Pohl MedIm 194 12 0 07 Oct 2023
AI-based association analysis for medical imaging using latent-space geometric confounder correction Xianjing Liu Yue Liu Meike W. Vernooij E. Wolvius Gennady V. Roshchupkin Esther E. Bron MedIm 253 2 0 03 Oct 2023
RegBN: Batch Normalization of Multimodal Data with RegularizationNeural Information Processing Systems (NeurIPS), 2023 Morteza Ghahremani Christian Wachinger 325 9 0 01 Oct 2023
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, RepeatInternational Conference on Machine Learning (ICML), 2023 Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich MoE 204 14 0 07 Jul 2023
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual CategorizationComputer Vision and Image Understanding (CVIU), 2023 Shuo Ye Shujian Yu W. Hou Yu Wang Xinge You OOD 271 13 0 08 Jun 2023
Tackling Shortcut Learning in Deep Neural Networks: An Iterative Approach with Interpretable Models Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich 697 3 0 20 Feb 2023
A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free ModelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Anthony Vento Qingyu Zhao Robert Paul K. Pohl Ehsan Adeli 141 10 0 11 Jul 2022
Revisiting the "Video" in Video-Language UnderstandingComputer Vision and Pattern Recognition (CVPR), 2022 S. Buch Cristobal Eyzaguirre Adrien Gaidon Jiajun Wu L. Fei-Fei Juan Carlos Niebles 189 200 0 03 Jun 2022
Robust deep learning-based semantic organ segmentation in hyperspectral images Silvia Seidlitz Jiansheng Fang Jan Odenthal Berkin Özdemir Huazhu Fu ... Jiang-Dong Liu Martin Wagner Felix Nickel Beat P. Müller-Stich Lena Maier-Hein 160 23 0 09 Nov 2021
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 724 5,009 0 17 Feb 2017