Aithal, Sumukh K

6 publications

NeurIPS 2024 Understanding Hallucinations in Diffusion Models Through Mode Interpolation Sumukh K Aithal, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter

ICMLW 2024 Understanding Hallucinations in Diffusion Models Through Mode Interpolation Sumukh K Aithal, Pratyush Maini, Zachary Chase Lipton

ICML 2022 A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani, Sumukh K Aithal, Mayank Mishra, Arihant Jain, Venkatesh Babu Radhakrishnan

NeurIPS 2022 Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data Harsh Rangwani, Sumukh K Aithal, Mayank Mishra, Venkatesh Babu R

ICMLW 2022 Towards Domain Adversarial Methods to Mitigate Texture Bias Dhruva Kashyap, Sumukh K Aithal, Rakshith C, Natarajan Subramanyam

ICCV 2021 S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Harsh Rangwani, Arihant Jain, Sumukh K Aithal, R. Venkatesh Babu