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Sumukh K Aithal
Sumukh K Aithal
Other namesSumukh Aithal
Graduate Student at Carnegie Mellon University
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
A closer look at smoothness in domain adversarial training
H Rangwani, SK Aithal, M Mishra, A Jain, VB Radhakrishnan
International conference on machine learning, 18378-18399, 2022
882022
S3vaada: Submodular subset selection for virtual adversarial active domain adaptation
H Rangwani, A Jain, SK Aithal, RV Babu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
242021
Methods and analysis of the first competition in predicting generalization of deep learning
Y Jiang, P Natekar, M Sharma, SK Aithal, D Kashyap, N Subramanyam, ...
NeurIPS 2020 Competition and Demonstration Track, 170-190, 2021
212021
Escaping saddle points for effective generalization on class-imbalanced data
H Rangwani, SK Aithal, M Mishra
Advances in Neural Information Processing Systems 35, 22791-22805, 2022
172022
Robustness to Augmentations as a Generalization metric
SK Aithal, D Kashyap, N Subramanyam
arXiv preprint arXiv:2101.06459, 2021
152021
Towards domain adversarial methods to mitigate texture bias
D Kashyap, SK Aithal, C Rakshith, N Subramanyam
ICML 2022: Workshop on Spurious Correlations, Invariance and Stability, 2022
32022
Depth-Guided Self-Supervised Learning: Seeing the World in 3D
SK Aithal, A Goyal, A Lamb, Y Bengio, MC Mozer
2023
Leveraging the Third Dimension in Contrastive Learning
S Aithal, A Goyal, A Lamb, Y Bengio, M Mozer
arXiv preprint arXiv:2301.11790, 2023
2023
A Limitations of Our Work
H Rangwani, SK Aithal, M Mishra, RV Babu
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