Olga Saukh
Technische Universität Graz
H-index: 23
Europe-Austria
Top articles of Olga Saukh
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Datacomp: In search of the next generation of multimodal datasets | Advances in Neural Information Processing Systems | Samir Yitzhak Gadre Gabriel Ilharco Alex Fang Jonathan Hayase Georgios Smyrnis | 2024/2/13 |
Poster: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints on IoT Devices | Francesco Corti Balz Maag Christopher Hinterer Julian Rudolf Joachim Schauer | 2023/7/7 | |
Mitigating Distribution Shifts in Pollen Classification from Microscopic Images Using Geometric Data Augmentations | Nam Cao Olga Saukh | 2023/12/17 | |
Message from Program Chairs and the Steering Committee Chair | Salil Kanhere Simone Silvestri Olga Saukh Sotiris Nikoletseas | 2023/6/19 | |
REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints | arXiv preprint arXiv:2311.13349 | Francesco Corti Balz Maag Joachim Schauer Ulrich Pferschy Olga Saukh | 2023/11/22 |
Representing Input Transformations by Low-Dimensional Parameter Subspaces | arXiv preprint arXiv:2305.13536 | Olga Saukh Dong Wang Xiaoxi He Lothar Thiele | 2023/5/22 |
Subspace-Configurable Networks | Olga Saukh Dong Wang Xiaoxi He Lothar Thiele | 2023/11/21 | |
The role of pre-training data in transfer learning | arXiv preprint arXiv:2302.13602 | Rahim Entezari Mitchell Wortsman Olga Saukh M Moein Shariatnia Hanie Sedghi | 2023/2/27 |
Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images | arXiv preprint arXiv:2311.11029 | Nam Cao Olga Saukh | 2023/11/18 |
Escaping Adversarial Attacks with Egyptian Mirrors | Olga Saukh | 2023 | |
Automatic Parameter Exploration for Low-Power Wireless Protocols | Mohamed Hassaan Mohamed Hydher Markus Schuß Olga Saukh Carlo Alberto Boano Kay Uwe Römer | 2023/7/7 | |
To share or not to share: On location privacy in IoT sensor data | Franz Papst Naomi Stricker Rahim Entezari Olga Saukh | 2022/5/4 | |
Deep neural network pruning for nuclei instance segmentation in hematoxylin and eosin-stained histological images | Amirreza Mahbod Rahim Entezari Isabella Ellinger Olga Saukh | 2022/9/18 | |
Challenges of integration and validation of farm and sensor data for dairy herd management | Katharina Schodl Birgit Fuerst-Waltl Hermann Schwarzenbacher Franz Steininger Marlene Suntinger | 2022 | |
How well do contrastively trained models transfer? | M Moein Shariatnia Rahim Entezari Mitchell Wortsman Olga Saukh Ludwig Schmidt | 2022/7/23 | |
Studying the impact of magnitude pruning on contrastive learning methods | arXiv preprint arXiv:2207.00200 | Francesco Corti Rahim Entezari Sara Hooker Davide Bacciu Olga Saukh | 2022/7/1 |
Understanding the effect of sparsity on neural networks robustness | arXiv preprint arXiv:2206.10915 | Lukas Timpl Rahim Entezari Hanie Sedghi Behnam Neyshabur Olga Saukh | 2022/6/22 |
SensorFormer: Efficient many-to-many sensor calibration with learnable input subsampling | IEEE Internet of Things Journal | Yun Cheng Olga Saukh Lothar Thiele | 2022/5/25 |
Repair: Renormalizing permuted activations for interpolation repair | arXiv preprint arXiv:2211.08403 | Keller Jordan Hanie Sedghi Olga Saukh Rahim Entezari Behnam Neyshabur | 2022/11/15 |
Towards on-demand gas sensing | Markus-Philipp Gherman Yun Cheng Andres Gomez Olga Saukh | 2021/7/14 |
Co-Authors
