Geras, Krzysztof J.

14 publications

CHIL 2025 MedMod: Multimodal Benchmark for Medical Prediction Tasks with Electronic Health Records and Chest X-Ray Scans Shaza Elsharief, Saeed Shurrab, Baraa Al Jorf, Leopoldo Julian Lechuga Lopez, Krzysztof J. Geras, Farah E. Shamout

NeurIPSW 2024 Squeezing Performance from Pathology Foundation Models with Chained Hyperparameter Searches Joseph Cappadona, Ken Gary Zeng, Carlos Fernandez-Granda, Jan Witowski, Yann LeCun, Krzysztof J. Geras

NeurIPS 2024 Uncertainty-Aware Fine-Tuning of Segmentation Foundation Models Kangning Liu, Brian Price, Jason Kuen, Yifei Fan, Zijun Wei, Luis Figueroa, Krzysztof J. Geras, Carlos Fernandez-Granda

TMLR 2023 Detecting Incidental Correlation in Multimodal Learning via Latent Variable Modeling Taro Makino, Yixin Wang, Krzysztof J. Geras, Kyunghyun Cho

CVPR 2023 Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda

ICML 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-Modal Deep Neural Networks Nan Wu, Stanislaw Jastrzebski, Kyunghyun Cho, Krzysztof J Geras

MLHC 2022 MedFuse: Multi-Modal Fusion with Clinical Time-Series Data and Chest X-Ray Images Nasir Hayat, Krzysztof J. Geras, Farah E. Shamout

NeurIPSW 2022 Mitigating Input-Causing Confounding in Multimodal Learning via the Backdoor Adjustment Taro Makino, Krzysztof J. Geras, Kyunghyun Cho

ICML 2021 Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization Stanislaw Jastrzebski, Devansh Arpit, Oliver Astrand, Giancarlo B Kerg, Huan Wang, Caiming Xiong, Richard Socher, Kyunghyun Cho, Krzysztof J Geras

AAAI 2019 Classifier-Agnostic Saliency mAP Extraction Konrad Zolna, Krzysztof J. Geras, Kyunghyun Cho

ICLR 2017 Do Deep Convolutional Nets Really Need to Be Deep and Convolutional? Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana

ECML-PKDD 2016 Composite Denoising Autoencoders Krzysztof J. Geras, Charles Sutton

ICLR 2015 Scheduled Denoising Autoencoders Krzysztof J. Geras, Charles Sutton

ICML 2012 Isoelastic Agents and Wealth Updates in Machine Learning Markets Amos J. Storkey, Jono Millin, Krzysztof J. Geras