Farimani, Amir Barati

15 publications

CVPR 2025 Dual Diffusion for Unified Image Generation and Understanding Zijie Li, Henry Li, Yichun Shi, Amir Barati Farimani, Yuval Kluger, Linjie Yang, Peng Wang

NeurIPS 2025 Hamiltonian Neural PDE Solvers Through Functional Approximation Anthony Zhou, Amir Barati Farimani

ICLR 2025 LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy

ICLR 2025 Text2PDE: Latent Diffusion Models for Accessible Physics Simulation Anthony Zhou, Zijie Li, Michael Schneier, John R Buchanan Jr, Amir Barati Farimani

TMLR 2024 Masked Autoencoders Are PDE Learners Anthony Zhou, Amir Barati Farimani

TMLR 2024 Pretraining a Neural Operator in Lower Dimensions AmirPouya Hemmasian, Amir Barati Farimani

ICLR 2024 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-Training Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani

TMLR 2024 Strategies for Pretraining Neural Operators Anthony Zhou, Cooper Lorsung, AmirPouya Hemmasian, Amir Barati Farimani

NeurIPSW 2023 Latent Neural PDE Solver for Time-Dependent Systems Zijie Li, Saurabh Patil, Dule Shu, Amir Barati Farimani

NeurIPSW 2023 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-Training Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani

NeurIPS 2023 Scalable Transformer for PDE Surrogate Modeling Zijie Li, Dule Shu, Amir Barati Farimani

TMLR 2023 Transformer for Partial Differential Equations’ Operator Learning Zijie Li, Kazem Meidani, Amir Barati Farimani

NeurIPS 2023 Transformer-Based Planning for Symbolic Regression Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan Reddy

ICLR 2022 Prototype Memory and Attention Mechanisms for Few Shot Image Generation Tianqin Li, Zijie Li, Andrew Luo, Harold Rockwell, Amir Barati Farimani, Tai Sing Lee

ICLR 2022 TPU-GAN: Learning Temporal Coherence from Dynamic Point Cloud Sequences Zijie Li, Tianqin Li, Amir Barati Farimani