Equivariant Eikonal Neural Networks: Grid-Free, Scalable Travel-Time Prediction on Homogeneous Spaces
Paper • 2505.16035 • Published
AI & ML interests
The Amsterdam Machine Learning Lab (AMLab) conducts research in machine learning, artificial intelligence, and its applications to large scale data domains in science and industry. This includes the development of deep generative models, methods for approximate inference, probabilistic programming, Bayesian deep learning, causal inference, reinforcement learning, graph neural networks, and geometric deep learning.
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algarciacast
authored 7
papers about 8 hours ago
Randomized HyperSteiner: A Stochastic Delaunay Triangulation Heuristic for the Hyperbolic Steiner Minimal Tree
Paper • 2510.09328 • Published
Relative Representations: Topological and Geometric Perspectives
Paper • 2409.10967 • Published
Generalized Reduction to the Isotropy for Flexible Equivariant Neural Fields
Paper • 2603.08758 • Published
HyperSteiner: Computing Heuristic Hyperbolic Steiner Minimal Trees
Paper • 2409.05671 • Published
Symmetry-Aware Fully-Amortized Optimization with Scale Equivariant Graph Metanetworks
Paper • 2510.08300 • Published
Symmetry-Aware Graph Metanetwork Autoencoders: Model Merging through Parameter Canonicalization
Paper • 2511.12601 • Published
maxxxzdn
authored 3
papers 7 days ago
(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
Paper • 2604.16429 • Published • 2
MSPT: Efficient Large-Scale Physical Modeling via Parallelized Multi-Scale Attention
Paper • 2512.01738 • Published
Follow the Mean: Reference-Guided Flow Matching
Paper • 2605.10302 • Published • 5
pedrocurvo
authored 2
papers 8 days ago
pedrocurvo
submitted a
paper to Daily Papers 9 days ago
pedrocurvo
authored 3
papers 9 months ago
Reproducibility Study of "Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents"
Paper • 2505.09289 • Published
The Traitors: Deception and Trust in Multi-Agent Language Model Simulations
Paper • 2505.12923 • Published
Using Deep Learning to Design High Aspect Ratio Fusion Devices
Paper • 2409.00564 • Published