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Tanya Marwah

Disentangling the Mechanisms Behind Implicit Regularization in SGD

Nov 29, 2022
Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary C. Lipton

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* Accepted as Spotlight at the NeurIPS 2022 Workshop for Higher Order Optimization in Machine Learning

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Parametric Complexity Bounds for Approximating PDEs with Neural Networks

Mar 03, 2021
Tanya Marwah, Zachary C. Lipton, Andrej Risteski

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Interactive Image Generation Using Scene Graphs

May 09, 2019
Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah

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* Published at ICLR 2019 Deep Generative Models for Highly Structured Data Workshop

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Attentive Semantic Video Generation using Captions

Oct 21, 2017
Tanya Marwah, Gaurav Mittal, Vineeth N. Balasubramanian

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* Presented at ICCV 2017 (International Conference on Computer Vision)

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