Anna Choromanska
New York University
H-index: 24
North America-United States
Top articles of Anna Choromanska
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models | Tolga Dimlioglu Anna Choromanska | 2024/4/18 | |
Automatic document classification via transformers for regulations compliance management in large utility companies | Neural Computing and Applications | Tolga Dimlioglu Jing Wang Devansh Bisla Anna Choromanska Simon Odie | 2023/8 |
ERASE-Net: Efficient segmentation networks for automotive radar signals | Shihong Fang Haoran Zhu Devansh Bisla Anna Choromanska Satish Ravindran | 2023/5/29 | |
DNN patching: progressive fixing and augmenting the functionalities of DNNs for autonomous vehicles | IEEE Robotics and Automation Letters | Apoorva Nandini Saridena Anna Choromanska | 2022/1/25 |
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization | Yunfei Teng Anna Choromanska Murray Campbell Songtao Lu Parikshit Ram | 2022 | |
TAME: Task Agnostic Continual Learning using Multiple Experts | arXiv preprint arXiv:2210.03869 | Haoran Zhu Maryam Majzoubi Arihant Jain Anna Choromanska | 2022/10/8 |
Backdoor attacks on the DNN interpretation system | Proceedings of the AAAI Conference on Artificial Intelligence | Shihong Fang Anna Choromanska | 2022/6/28 |
Low-pass filtering sgd for recovering flat optima in the deep learning optimization landscape | Devansh Bisla Jing Wang Anna Choromanska | 2022/5/3 | |
AutoDrop: Training Deep Learning Models with Automatic Learning Rate Drop | arXiv preprint arXiv:2111.15317 | Yunfei Teng Jing Wang Anna Choromanska | 2021/11/30 |
A theoretical-empirical approach to estimating sample complexity of dnns | Devansh Bisla Apoorva Nandini Saridena Anna Choromanska | 2021 | |
Learning-based real-time process-aware anomaly monitoring for assured autonomy | IEEE Transactions on Intelligent Vehicles | Naman Patel Apoorva Nandini Saridena Anna Choromanska Prashanth Krishnamurthy Farshad Khorrami | 2020/5/25 |
Learning to score behaviors for guided policy optimization | Aldo Pacchiano Jack Parker-Holder Yunhao Tang Krzysztof Choromanski Anna Choromanska | 2020/11/21 | |
SGB: Stochastic Gradient Bound Method for Optimizing Partition Functions | NeurIPS OPT | Jing Wang Anna Choromanska | 2020/11/3 |
Ldsm: Logarithm-depth streaming multi-label decision trees | Maryam Majzoubi Anna Choromanska | 2020/6/3 | |
Continual learning with direction-constrained optimization | NeurIPS Workshop on Meta-Learning | Yunfei Teng Anna Choromanska Murray Campbell | 2020/11/25 |
Multi-modal experts network for autonomous driving | Shihong Fang Anna Choromanska | 2020/5/31 | |
Approximating Ground State Energies and Wave Functions of Physical Systems with Neural Networks | Cesar Lema Anna Choromanska | 2020/11/21 |
