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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