Sumukh K. Aithal

13 papers A* 4C 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2024 A* conf
Understanding Hallucinations in Diffusion Models through Mode Interpolation.
NeurIPS
Sumukh K. Aithal, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter
2024 J jnl
Understanding Hallucinations in Diffusion Models through Mode Interpolation.
CoRR
Sumukh K. Aithal, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter
2023 J jnl
Leveraging the Third Dimension in Contrastive Learning.
CoRR
Sumukh K. Aithal, Anirudh Goyal, Alex Lamb, Yoshua Bengio, Michael Mozer
2022 A* conf
A Closer Look at Smoothness in Domain Adversarial Training.
ICML
Harsh Rangwani, Sumukh K. Aithal, Mayank Mishra, Arihant Jain, Venkatesh Babu Radhakrishnan
2022 J jnl
A Closer Look at Smoothness in Domain Adversarial Training.
CoRR
Harsh Rangwani, Sumukh K. Aithal, Mayank Mishra, Arihant Jain, R. Venkatesh Babu
2022 A* conf
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data.
NeurIPS
Harsh Rangwani, Sumukh K. Aithal, Mayank Mishra, Venkatesh Babu R.
2022 J jnl
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data.
CoRR
Harsh Rangwani, Sumukh K. Aithal, Mayank Mishra, R. Venkatesh Babu
2021 C conf
Domain Shift in Capsule Networks.
ICPRAM
Rajath S, Sumukh K. Aithal, Natarajan Subramanyam
2021 J jnl
Robustness to Augmentations as a Generalization metric.
CoRR
Sumukh K. Aithal, Dhruva Kashyap, Natarajan Subramanyam
2021 A* conf
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ICCV
Harsh Rangwani, Arihant Jain, Sumukh K. Aithal, R. Venkatesh Babu
2021 J jnl
S
CoRR
Harsh Rangwani, Arihant Jain, Sumukh K. Aithal, R. Venkatesh Babu
2020 — conf
Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning.
NeurIPS (Competition and Demos)
Yiding Jiang, Parth Natekar, Manik Sharma, Sumukh K. Aithal, Dhruva Kashyap, Natarajan Subramanyam, Carlos Lassance, Daniel M. Roy, Gintare Karolina Dziugaite, Suriya Gunasekar, Isabelle Guyon, Pierre Foret, Scott Yak, Hossein Mobahi, Behnam Neyshabur, Samy Bengio
2020 J jnl
Transfer Learning using Neural Ordinary Differential Equations.
CoRR
Rajath S, Sumukh K. Aithal, Natarajan Subramanyam