Tanya Marwah

According to our database, Tanya Marwah authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

UPS: Towards Foundation Models for PDE Solving via Cross-Modal Adaptation.

Junhong Shen, Tanya Marwah, Ameet Talwalkar

CoRR, 2024

2023

Deep Equilibrium Based Neural Operators for Steady-State PDEs.

Tanya Marwah, Ashwini Pokle, J. Zico Kolter, Zachary C. Lipton, Jianfeng Lu, Andrej Risteski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective.

Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Andrej Risteski

Proceedings of the International Conference on Machine Learning, 2023

Disentangling the Mechanisms Behind Implicit Regularization in SGD.

Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Parametric Complexity Bounds for Approximating PDEs with Neural Networks.

Tanya Marwah, Zachary C. Lipton, Andrej Risteski

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Interactive Image Generation Using Scene Graphs.

Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah

Proceedings of the Deep Generative Models for Highly Structured Data, 2019

2018

Sentiment dynamics in social media news channels.

Nagendra Kumar, Rakshita Nagalla, Tanya Marwah, Manish Singh

Online Soc. Networks Media, 2018

2017

Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures.

Gaurav Mittal, Tanya Marwah, Vineeth N. Balasubramanian

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Attentive Semantic Video Generation Using Captions.

Tanya Marwah, Gaurav Mittal, Vineeth N. Balasubramanian

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Sync-DRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures.

Gaurav Mittal, Tanya Marwah, Vineeth N. Balasubramanian

CoRR, 2016