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| Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis | Mar 19, 2023 | Inductive BiasSynthetic Image Detection | CodeCode Available | 1 |
| Physics-driven machine learning models coupling PyTorch and Firedrake | Mar 13, 2023 | Inductive Bias | CodeCode Available | 1 |
| Ewald-based Long-Range Message Passing for Molecular Graphs | Mar 8, 2023 | Inductive Bias | CodeCode Available | 1 |
| Permutation Equivariant Neural Functionals | Feb 27, 2023 | Inductive Bias | CodeCode Available | 1 |
| On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis | Feb 21, 2023 | Contact DetectionData Augmentation | CodeCode Available | 1 |
| Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning | Feb 12, 2023 | Gaussian ProcessesGraph Neural Network | CodeCode Available | 1 |
| Graph Generation with Diffusion Mixture | Feb 7, 2023 | 3D Molecule GenerationGraph Generation | CodeCode Available | 1 |
| On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology | Feb 6, 2023 | Inductive Bias | CodeCode Available | 1 |
| Learning to Optimize for Reinforcement Learning | Feb 3, 2023 | Inductive BiasMeta-Learning | CodeCode Available | 1 |