Marwah, Tanya

18 publications

TMLR 2025 Chimera: State Space Models Beyond Sequences Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu

ICLRW 2025 Chimera: State Space Models Beyond Sequences Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu

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

NeurIPS 2025 Predicting Partially Observable Dynamical Systems via Diffusion Models with a Multiscale Inference Scheme Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles Cranmer, Siavash Golkar, Olexandr Gugnin, Geraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Thibaut Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K.D. Leka, Francois Lanusse, David Fouhey, Shirley Ho

ICML 2025 Towards Characterizing the Value of Edge Embeddings in Graph Neural Networks Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Ankur Moitra, Andrej Risteski

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester Mackey

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Lester Mackey, David Alvarez-Melis, Nicolo Fusi

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester Mackey

NeurIPSW 2024 Towards Characterizing the Value of Edge Embeddings in Graph Neural Networks Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Ankur Moitra, Andrej Risteski

TMLR 2024 UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation Junhong Shen, Tanya Marwah, Ameet Talwalkar

ICMLW 2024 UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation Junhong Shen, Tanya Marwah, Ameet Talwalkar

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

ICMLW 2023 Deep Equilibrium Based Neural Operators for Steady-State PDEs Tanya Marwah, Ashwini Pokle, J Zico Kolter, Zachary Chase Lipton, Jianfeng Lu, Andrej Risteski

ICLR 2023 Disentangling the Mechanisms Behind Implicit Regularization in SGD Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton

ICML 2023 Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Andrej Risteski

NeurIPS 2021 Parametric Complexity Bounds for Approximating PDEs with Neural Networks Tanya Marwah, Zachary Lipton, Andrej Risteski

ICLRW 2019 Interactive Image Generation Using Scene Graphs Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah

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