Krzysztof J. Geras
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
7
Active years
2012–2023
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | CVPR | 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 |
| 2023 | DICTA | Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images. | Jakub Chledowski, Jungkyu Park, Krzysztof J. Geras |
| 2022 | ICML | Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks. | Nan Wu, Stanislaw Jastrzebski, Kyunghyun Cho, Krzysztof J. Geras |
| 2021 | ICML | Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization. | Stanislaw Jastrzebski, Devansh Arpit, Oliver strand, Giancarlo Kerg, Huan Wang, Caiming Xiong, Richard Socher, Kyunghyun Cho, Krzysztof J. Geras |
| 2020 | ICLR | The Break-Even Point on Optimization Trajectories of Deep Neural Networks. | Stanislaw Jastrzebski, Maciej Szymczak, Stanislav Fort, Devansh Arpit, Jacek Tabor, Kyunghyun Cho, Krzysztof J. Geras |
| 2019 | AAAI | Classifier-Agnostic Saliency Map Extraction. | Konrad Zolna, Krzysztof J. Geras, Kyunghyun Cho |
| 2019 | MICCAI | Globally-Aware Multiple Instance Classifier for Breast Cancer Screening. | Yiqiu Shen, Nan Wu, Jason Phang, Jungkyu Park, Sungheon Gene Kim, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras |
| 2018 | ICASSP | Breast Density Classification with Deep Convolutional Neural Networks. | Nan Wu, Krzysztof J. Geras, Yiqiu Shen, Jingyi Su, Sungheon Gene Kim, Eric Kim, Stacey Wolfson, Linda Moy, Kyunghyun Cho |
| 2017 | ICLR | Do Deep Convolutional Nets Really Need to be Deep and Convolutional? | Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, zlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana |
| 2016 | ICML | Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. | Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, zlem Aslan |
| 2013 | ICML | Multiple-source cross-validation. | Krzysztof J. Geras, Charles Sutton |
| 2012 | ICML | Isoelastic Agents and Wealth Updates in Machine Learning Markets. | Amos J. Storkey, Jono Millin, Krzysztof J. Geras |