Pervez, Adeel

9 publications

ICML 2025 Mechanistic PDE Networks for Discovery of Governing Equations Adeel Pervez, Efstratios Gavves, Francesco Locatello

ICLR 2025 Scalable Mechanistic Neural Networks Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello

ICML 2024 Mechanistic Neural Networks for Scientific Machine Learning Adeel Pervez, Francesco Locatello, Stratis Gavves

ICLRW 2024 Mechanistic Neural Networks for Scientific Machine Learning Adeel Pervez, Francesco Locatello, Stratis Gavves

ICLR 2023 Differentiable Mathematical Programming for Object-Centric Representation Learning Adeel Pervez, Phillip Lippe, Efstratios Gavves

ICLR 2023 Scalable Subset Sampling with Neural Conditional Poisson Networks Adeel Pervez, Phillip Lippe, Efstratios Gavves

ICLR 2022 Stability Regularization for Discrete Representation Learning Adeel Pervez, Efstratios Gavves

ICML 2021 Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders Adeel Pervez, Efstratios Gavves

ICML 2020 Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks Adeel Pervez, Taco Cohen, Efstratios Gavves