Sync-DRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures. - Gaurav Mittal; Tanya Marwah; Vineeth N. Balasubramanian (CoRR, 2016)

Attentive Semantic Video Generation Using Captions. - Tanya Marwah; Gaurav Mittal; Vineeth N. Balasubramanian (ICCV, 2017)

Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures. - Gaurav Mittal; Tanya Marwah; Vineeth N. Balasubramanian (ACM Multimedia, 2017)

Sentiment dynamics in social media news channels. - Nagendra Kumar 001; Rakshita Nagalla; Tanya Marwah; Manish Singh 002 (Online Soc. Networks Media, 2018)

Interactive Image Generation Using Scene Graphs. - Gaurav Mittal; Shubham Agrawal; Anuva Agarwal; Sushant Mehta; Tanya Marwah (DGS@ICLR, 2019)

Parametric Complexity Bounds for Approximating PDEs with Neural Networks. - Tanya Marwah; Zachary C. Lipton; Andrej Risteski (NeurIPS, 2021)

Disentangling the Mechanisms Behind Implicit Regularization in SGD. - Zachary Novack; Simran Kaur 001; Tanya Marwah; Saurabh Garg; Zachary Chase Lipton (ICLR, 2023)

Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective. - Tanya Marwah; Zachary Chase Lipton; Jianfeng Lu 001; Andrej Risteski (ICML, 2023)

Deep Equilibrium Based Neural Operators for Steady-State PDEs. - Tanya Marwah; Ashwini Pokle; J. Zico Kolter; Zachary C. Lipton; Jianfeng Lu 001; Andrej Risteski (NeurIPS, 2023)

UPS: Towards Foundation Models for PDE Solving via Cross-Modal Adaptation. - Junhong Shen; Tanya Marwah; Ameet Talwalkar (CoRR, 2024)

Towards characterizing the value of edge embeddings in Graph Neural Networks. - Dhruv Rohatgi; Tanya Marwah; Zachary Chase Lipton; Jianfeng Lu 001; Ankur Moitra; Andrej Risteski (CoRR, 2024)

Adapting Language Models via Token Translation. - Zhili Feng; Tanya Marwah; Nicolò Fusi; David Alvarez-Melis; Lester Mackey (CoRR, 2024)

UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation. - Junhong Shen; Tanya Marwah; Ameet Talwalkar (Trans. Mach. Learn. Res., 2024)

On the Benefits of Memory for Modeling Time-Dependent PDEs. - Ricardo Buitrago Ruiz; Tanya Marwah; Albert Gu; Andrej Risteski (ICLR, 2025)

CodePDE: An Inference Framework for LLM-driven PDE Solver Generation. - Shanda Li; Tanya Marwah; Junhong Shen; Weiwei Sun; Andrej Risteski; Yiming Yang; Ameet Talwalkar (CoRR, 2025)