Sumukh K Aithal

Most-cited papers

1. A Closer Look at Smoothness in Domain Adversarial Training

   Harsh Rangwani, Sumukh K Aithal, Mayank Mishra, Arihant Jain +1 more

   2022International Conference on Machine Learning200 citations Open access

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2. Understanding Hallucinations in Diffusion Models through Mode Interpolation

   Sumukh K Aithal, Pratyush Maini, Zachary Chase Lipton, J. Kolter

   2024Neural Information Processing Systems131 citations

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3. Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data

   Harsh Rangwani, Sumukh K Aithal, Mayank Mishra, R. Venkatesh Babu

   2022Neural Information Processing Systems50 citations Open access

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4. S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation

   Harsh Rangwani, Arihant Jain, Sumukh K Aithal, R. Venkatesh Babu

   2021IEEE International Conference on Computer Vision35 citations

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5. Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning

   Yiding Jiang, Parth Natekar, Manik Sharma, Sumukh K Aithal +12 more

   2020Neural Information Processing Systems23 citations

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6. Leveraging the Third Dimension in Contrastive Learning

   Sumukh K Aithal, Anirudh Goyal, Alex Lamb, Y. Bengio +1 more

   2023arXiv.org0 citations Open access

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