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2025
Physics-Informed Machine-Learning & Computer-Vision
26/2/2025
2024
Diffusion Models and Dynamics
26/9/2024
Implicit Neural Representations
14/5/2024
Neural Tangent Kernel
2/4/2024
The boundary of neural network trainability is fractal.
15/2/2024
2023
From data to functa: Your data point is a function and you can treat it like one
30/11/2023
Integral Neural Networks
24/10/2023
Score-Based Generative Modeling through Stochastic Differential Equations
28/6/2023
Condensing CNNs with Partial Differential Equations
9/5/2023
Causal Navigation by Continuous-time Neural Networks
2/3/2023
2022
Neural Operators: Mapping between Function Spaces
7/9/2022
Discovering governing equations from data by sparse identification of nonlinear dynamical systems
29/5/2022