ICLR2025
気になった論文を一旦メモ
A Computational Framework for Modeling Emergence of Color Vision in the Human Brain
https://openreview.net/forum?id=g3xuCtrG6H
https://matisse.eecs.berkeley.edu/
KAN: Kolmogorov–Arnold Networks
Problem-Parameter-Free Federated Learning
https://openreview.net/forum?id=ZuazHmXTns
A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules
https://openreview.net/forum?id=OIvg3MqWX2
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent
https://openreview.net/forum?id=sbG8qhMjkZ
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
https://openreview.net/forum?id=7BLXhmWvwF
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
https://openreview.net/forum?id=EzjsoomYEb
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
https://openreview.net/forum?id=uKZdlihDDn
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
https://openreview.net/forum?id=gQlxd3Mtru
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
https://openreview.net/forum?id=25kAzqzTrz
Oscillatory State-Space Models
https://openreview.net/forum?id=GRMfXcAAFh
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
https://openreview.net/forum?id=UvTo3tVBk2
What should a neuron aim for? Designing local objective functions based on information theory
https://openreview.net/forum?id=CLE09ESvul
Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces
https://openreview.net/forum?id=AP0ndQloqR
Towards a Complete Logical Framework for GNN Expressiveness
https://openreview.net/forum?id=pqOjj90Vwp
Subgraph Federated Learning for Local Generalization
https://openreview.net/forum?id=cH65nS5sOz
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
https://openreview.net/forum?id=hyfe5q5TD0